{"id":"W267264137","doi":"","title":"A New College Challenges Canada's Public Model.","year":2008,"lang":"en","type":"article","venue":"˜The œchronicle of higher education","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Higher education; Public administration; Political science; Trend analysis; Public relations; Sociology; Computer science; Law","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":[0.0002464445,0.00007919721,0.0001132002,0.00004794576,0.0004400144,0.00001647919,0.0003078406,0.0000602071,0.0004231704],"category_scores_gemma":[0.00001524777,0.00006715681,0.00003737393,0.0002746406,0.0001087494,0.0001496873,0.0000161576,0.00007071457,0.000019812],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004982932,"about_ca_system_score_gemma":0.02271111,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6998352,"about_ca_topic_score_gemma":0.7330084,"domain_scores_codex":[0.9989156,0.0001294509,0.0002049151,0.0001434962,0.0003604939,0.0002460261],"domain_scores_gemma":[0.9991453,0.00007102119,0.0001450622,0.000285509,0.0001832955,0.0001698259],"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":[0.000002259573,0.00009433144,0.001147873,0.00001484039,0.00001495375,1.401357e-7,0.02041272,0.00002332139,0.00001875372,0.4036646,0.5702713,0.00433485],"study_design_scores_gemma":[0.0001042173,0.00001000975,0.01312258,0.00001029857,0.000005655454,0.000001970437,0.007426724,0.00001998173,0.00001328015,0.001603769,0.9775918,0.00008968174],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4022524,0.02808267,0.00004703666,0.2550753,0.005096032,0.0008630744,0.00002494824,0.00009548779,0.308463],"genre_scores_gemma":[0.9241266,0.0003945226,0.0001085915,0.0004792159,0.001098937,0.0000323124,0.000002847119,0.0000100574,0.07374696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5218741,"threshold_uncertainty_score":0.9828292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06609311709736117,"score_gpt":0.3317411347640153,"score_spread":0.2656480176666541,"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."}}