{"id":"W1836731327","doi":"10.1921/gpwk.v24i2.777","title":"One method, two worlds","year":2014,"lang":"en","type":"article","venue":"Groupwork","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université de Montréal","funders":"","keywords":"Context (archaeology); Work (physics); Social worlds; Sociology; Counterpoint; Social group; Psychology; Social psychology; Public relations; Political science; Social science; Geography; Engineering; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01633707,0.001305219,0.001164044,0.003487913,0.005743111,0.01380764,0.00364447,0.003822173,0.07031067],"category_scores_gemma":[0.02334692,0.000941524,0.001260845,0.002510555,0.009818445,0.0140533,0.01570477,0.004924193,0.01932747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004654226,"about_ca_system_score_gemma":0.01081059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006020459,"about_ca_topic_score_gemma":0.008337919,"domain_scores_codex":[0.9824026,0.009823026,0.0007379069,0.003427658,0.002858732,0.0007500639],"domain_scores_gemma":[0.9855911,0.004169602,0.0007774461,0.005106385,0.002635935,0.001719633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004583234,0.0008902702,0.004327885,0.001812736,0.00009660846,0.0005778537,0.04980021,0.0004248653,0.003415317,0.428799,0.09422961,0.4151673],"study_design_scores_gemma":[0.0001672401,0.0003251071,0.001764091,0.00172606,0.00006445325,0.0008830621,0.03135223,0.0009851035,0.00203746,0.07525079,0.8853091,0.000135376],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02631076,0.003983488,0.4372479,0.03378738,0.008199105,0.008946347,0.001836612,0.001967627,0.4777208],"genre_scores_gemma":[0.2019806,0.002843389,0.462665,0.01005457,0.000712332,0.0104137,0.001163012,0.001253708,0.3089137],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07031067,"threshold_uncertainty_score":0.2352127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05312661195814542,"score_gpt":0.4215171415811828,"score_spread":0.3683905296230374,"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."}}