{"id":"W2769770468","doi":"","title":"Review: by André Cossette and translated by Rory Litwin","year":2011,"lang":"en","type":"article","venue":"Interactions: UCLA Journal of Education and Information Studies","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanism; Argument (complex analysis); Pragmatism; Sociology; Progressivism; Democracy; Field (mathematics); Library science; Humanities; Philosophy; Epistemology; Political science; Politics; Law; Theology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004508441,0.00006271588,0.0001211364,0.0001012483,0.0003166718,0.00008235418,0.000060248,0.00002497798,0.0001346327],"category_scores_gemma":[0.0002409028,0.00005089427,0.0000274071,0.0001709647,0.000151659,0.008572776,0.00000634282,0.0001009813,0.000008508738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002669467,"about_ca_system_score_gemma":0.0001758674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004801584,"about_ca_topic_score_gemma":0.00001285903,"domain_scores_codex":[0.9992245,0.00007086331,0.0004352703,0.00004611307,0.0001451075,0.00007807581],"domain_scores_gemma":[0.9990747,0.00007245104,0.0003789083,0.00003780325,0.0003517844,0.00008434802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001740716,0.0000735832,0.0007311662,0.00007327967,0.00003996119,8.668338e-8,0.05685052,5.249434e-8,0.00007899367,0.001143003,0.873919,0.06707294],"study_design_scores_gemma":[0.0001077722,0.00006710608,0.0006588447,0.0003262913,0.00002063825,0.00001872273,0.0379735,0.000002408903,0.0001539582,0.0002892428,0.9603192,0.00006227179],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3496205,0.4692306,0.00106498,0.09789445,0.005729345,0.0009483745,0.00005858135,0.00007436122,0.07537882],"genre_scores_gemma":[0.6958212,0.285779,0.0007125358,0.0151522,0.000173918,0.00001790827,0.00002579708,0.00000435448,0.002313038],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3462007,"threshold_uncertainty_score":0.6215055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05670347608372057,"score_gpt":0.3828865689632729,"score_spread":0.3261830928795523,"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."}}