{"id":"W2096467610","doi":"10.1080/02615470902838752","title":"Journal Watch: An Inter-University Collaborative Learning Partnership","year":2009,"lang":"en","type":"article","venue":"Social Work Education","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Toronto","funders":"","keywords":"General partnership; Excellence; Welfare; Medical education; Public relations; Library science; Sociology; Sustainability; Publishing; Media studies; Political science; Psychology; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001185991,0.00009587595,0.0001174625,0.00007144815,0.006990994,0.0003279428,0.0002390761,0.0001594678,0.001572044],"category_scores_gemma":[0.0007306956,0.000117326,0.00006661902,0.002257299,0.0001498117,0.0008535981,0.000007996536,0.0004797275,0.0001772927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000651141,"about_ca_system_score_gemma":0.002028629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008104053,"about_ca_topic_score_gemma":0.0001652842,"domain_scores_codex":[0.9975256,0.001591468,0.0001446526,0.0001688462,0.0002850449,0.0002843846],"domain_scores_gemma":[0.9987466,0.0001731147,0.0002516252,0.00006769811,0.000528961,0.0002319667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001027902,0.0004608441,0.006310705,0.000001353072,0.00001945061,0.000001295618,0.4415883,0.000002524555,0.00001008403,0.1643669,0.1615629,0.2255729],"study_design_scores_gemma":[0.00008646968,0.0000354575,0.01064221,0.000005291344,0.00001940564,4.172753e-7,0.290797,2.290952e-7,0.000002598924,0.006263474,0.6920388,0.000108588],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2227131,0.0001080521,0.0002191124,0.4596898,0.002899671,0.0003181841,7.316492e-7,0.0001873923,0.3138641],"genre_scores_gemma":[0.9312088,0.00006870247,0.0003726814,0.0008328416,0.002580829,0.000001806174,0.00001443176,0.000007539428,0.0649123],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7084958,"threshold_uncertainty_score":0.9993407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03964318946480877,"score_gpt":0.3806246008656191,"score_spread":0.3409814114008103,"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."}}