{"id":"W7100080960","doi":"","title":"(Data); Two Year Colleges; *Two Year College","year":2016,"lang":"en","type":"article","venue":"","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Community college; Survey instrument; Quarter (Canadian coin); Higher education; Survey data collection","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001593546,0.0004961357,0.0004679568,0.004621632,0.00124423,0.001879197,0.001522112,0.0005225592,0.1879923],"category_scores_gemma":[0.01453591,0.000535754,0.0003368402,0.009254454,0.000385107,0.001014681,0.001699387,0.001626537,0.08363955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001902687,"about_ca_system_score_gemma":0.003265581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03639359,"about_ca_topic_score_gemma":0.04508813,"domain_scores_codex":[0.9964899,0.0004315303,0.0002878636,0.0004463075,0.001787639,0.0005566795],"domain_scores_gemma":[0.9787487,0.004588814,0.003567035,0.003092383,0.00795159,0.002051422],"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":[0.0003281861,0.0002807665,0.03769315,0.0002162974,0.000025914,0.00003277102,0.0002140084,0.0002543733,0.0002400688,0.002430505,0.9122922,0.04599178],"study_design_scores_gemma":[0.0001763629,0.0001526189,0.2122781,0.0001043189,0.00001956708,0.00005306684,0.0006309098,0.0004394422,0.0006277038,0.000464099,0.7850135,0.00004029957],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.02238394,0.0001265287,0.001737222,0.0008756847,0.0008094442,0.0009620367,0.8687728,0.001250566,0.1030818],"genre_scores_gemma":[0.08050312,0.0002906081,0.004309698,0.001047216,0.0002987392,0.003701305,0.7061313,0.0004476262,0.2032704],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8120077,"threshold_uncertainty_score":0.6288968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0683747615027515,"score_gpt":0.4397928761946707,"score_spread":0.3714181146919192,"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."}}