{"id":"W7062378201","doi":"","title":"Survey of Canadian career college students. Phase 2, In-school student survey / produced by R.A. Malatest &amp; Associates Ltd.","year":2010,"lang":"en","type":"other","venue":"QSpace (Queen's University Library)","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Phase (matter); Data collection; Work (physics); Higher education","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002750166,0.0004106938,0.0005952177,0.0008806767,0.0001001331,0.0000702794,0.0008913263,0.0002769031,0.004942468],"category_scores_gemma":[0.0000205354,0.0004751501,0.00008357982,0.001301008,0.00007630696,0.0003571087,0.0002377062,0.0005601231,0.0001455581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001303117,"about_ca_system_score_gemma":0.0008431536,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8068599,"about_ca_topic_score_gemma":0.4980506,"domain_scores_codex":[0.9979566,0.0003163722,0.0002470449,0.0005176596,0.0003850656,0.0005772832],"domain_scores_gemma":[0.9985873,0.00009887374,0.0003261627,0.0004733508,0.00008419419,0.0004301232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002721229,0.0001780532,0.5684993,0.00001074683,0.000143509,0.000006339526,0.00007614429,5.446514e-7,0.00001116203,0.000009868538,0.4310133,0.00002382191],"study_design_scores_gemma":[0.001274071,0.00003050662,0.6802116,0.00005782738,0.00002447209,9.995333e-9,0.00007406221,4.745862e-7,0.0006901436,0.000001014447,0.317212,0.0004238581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9477385,0.00003168747,0.00000165056,0.0007202146,0.0003304139,0.0007717952,0.009703663,0.00008086205,0.04062116],"genre_scores_gemma":[0.5063115,0.0000430484,0.00004978427,0.00001543833,0.00004876039,0.000002558237,0.001974089,0.0001309723,0.4914238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4508027,"threshold_uncertainty_score":0.99977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01342892866546442,"score_gpt":0.2270803410610328,"score_spread":0.2136514123955683,"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."}}