{"id":"W2386715724","doi":"","title":"The Argument on The General Education and Special Education in Social Work Field of China","year":2007,"lang":"en","type":"article","venue":"","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"","keywords":"China; Argument (complex analysis); Field (mathematics); Social work; Sociology; Metaphor; Economic shortage; Work (physics); Social position; Face (sociological concept); Position (finance); Education policy; Higher education; Political science; Social science; Social relation; Law; Medicine; Engineering; Economics; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":{"n_in":0,"stratum":"aff_core","weight":5595.2375,"opus":{"tier":"OUT","genre":"conceptual","about_ca":false,"confidence":"medium","reason":"Argument about general versus specialized professional education in Chinese social work; concerns vocational training, not the research workforce."},"gpt":{"tier":"OUT","genre":"conceptual","about_ca":false,"confidence":"high","reason":"The work debates general and specialized social-work education rather than research itself."},"grok":{"tier":"OUT","genre":"conceptual","about_ca":false,"confidence":"high","reason":"Debate on general vs specialized social-work professional education in China, not scientific research workforce."}},"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001517306,0.0002888214,0.0003838959,0.001284864,0.004818304,0.002702127,0.0008498463,0.003843889,0.00734103],"category_scores_gemma":[0.001703509,0.0001626702,0.0005386534,0.0009998479,0.01076144,0.002211336,0.002162626,0.004508504,0.0003826513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006187422,"about_ca_system_score_gemma":0.007882914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06935637,"about_ca_topic_score_gemma":0.06744257,"domain_scores_codex":[0.9987022,0.0001525971,0.00003740278,0.000267303,0.0002937653,0.0005468786],"domain_scores_gemma":[0.9991583,0.0002204922,0.0001113767,0.00004734267,0.0001829566,0.0002795575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003556968,0.00001894887,0.002593819,0.00002911335,0.000006527565,0.0001833648,0.001599288,0.0000687433,0.0001126811,0.987586,0.004294646,0.003471283],"study_design_scores_gemma":[0.0004044662,0.000215704,0.09278691,0.0006276239,0.0001233984,0.0006114035,0.006732758,0.002090123,0.001334996,0.5209619,0.3740152,0.00009551335],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.2567123,0.003482956,0.004394465,0.1887426,0.001104076,0.0001320943,0.000292264,0.00004918977,0.5450901],"genre_scores_gemma":[0.935101,0.0008223855,0.0005934432,0.02209686,0.0004867619,0.00009370827,0.00005769313,0.000009560768,0.04073863],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.06935637,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02168096028419622,"score_gpt":0.3885030271190524,"score_spread":0.3668220668348562,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}