{"id":"W4385870871","doi":"10.59962/9780774856966-015","title":"Canada’s “First” Community College","year":2007,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Community college; History; Geography; Political science; Medical education; Medicine","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006473456,0.0001167613,0.0003990139,0.00005335937,0.002250207,0.00008298064,0.000941338,0.0003008769,0.001171456],"category_scores_gemma":[0.00008275767,0.0003065567,0.0001206037,0.00001775141,0.00165321,0.00005918791,0.0003855732,0.0007084893,0.00000485385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000930946,"about_ca_system_score_gemma":0.004232288,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9997966,"about_ca_topic_score_gemma":0.9999889,"domain_scores_codex":[0.9980012,0.0001806097,0.0001972804,0.0002448164,0.0009726294,0.0004034271],"domain_scores_gemma":[0.9979571,0.0004298835,0.0002282517,0.0003703565,0.0007270901,0.0002873309],"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":[0.000009597543,0.00003240738,0.0001176455,0.0001044989,0.0001696101,0.0002265782,0.003258317,2.411474e-7,1.185268e-7,0.0202723,0.9728529,0.002955821],"study_design_scores_gemma":[0.0002516184,0.00002265428,0.001618431,0.0002602753,0.00005165799,0.000002370095,0.003356648,2.726264e-7,2.529154e-7,0.000639641,0.9935395,0.0002567059],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006126737,0.0002290302,0.00000308031,0.0001251934,0.0002409806,0.0005286608,0.001870348,0.00005408992,0.9963359],"genre_scores_gemma":[0.01348273,0.0004290279,0.0000847023,0.00006904695,0.00009113876,5.234586e-7,0.00002041308,0.00002088367,0.9858015],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0206866,"threshold_uncertainty_score":0.9999387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04218561607623306,"score_gpt":0.261732656582569,"score_spread":0.2195470405063359,"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."}}