{"id":"W2999541956","doi":"10.22329/csw.v11i1.5814","title":"Let Me Suggest","year":2019,"lang":"en","type":"article","venue":"Critical Social Work","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Active listening; Sociology; Human rights; Psychology; Political science; Law; Communication","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005682115,0.00008120279,0.0001520928,0.00002671251,0.007646124,0.00008960114,0.0001937119,0.0002108492,0.003232461],"category_scores_gemma":[0.00003695152,0.00007388159,0.00007526065,0.0004136327,0.0004804842,0.0001218184,0.000001475274,0.0001918446,0.002778286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001780349,"about_ca_system_score_gemma":0.003014473,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.00814411,"about_ca_topic_score_gemma":0.03964298,"domain_scores_codex":[0.9984502,0.0002390747,0.0001589377,0.0001934,0.0003434631,0.0006149789],"domain_scores_gemma":[0.9991598,0.0003764616,0.00002260375,0.00009739678,0.0001424033,0.0002013967],"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":[0.000005003344,0.00006696049,0.001015856,0.00001312584,0.000003072306,0.000001310912,0.1248621,4.272689e-8,4.477239e-7,0.8722876,0.001377016,0.0003675366],"study_design_scores_gemma":[0.00007092051,0.00001659006,0.00256844,0.00001187055,0.000008160534,2.03249e-7,0.005237552,2.025346e-7,0.000005223513,0.01541135,0.9765437,0.000125829],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3241604,0.0001230365,0.00002395959,0.01263333,0.00258696,0.000286292,0.000003725405,0.00009905458,0.6600832],"genre_scores_gemma":[0.9610412,0.00012484,0.0001308761,0.0003341324,0.003056258,0.000002386104,0.000005808441,0.00001261516,0.03529193],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9751666,"threshold_uncertainty_score":0.9984608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01771270643357293,"score_gpt":0.3409497311306564,"score_spread":0.3232370246970835,"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."}}