{"id":"W2343292789","doi":"10.14288/1.0054109","title":"Ways of mattering and meeting student needs in alternative high school programs","year":2009,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Pedagogy; Computer science; Medical education; Psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00202952,0.0002178155,0.0002648848,0.0007272495,0.001546984,0.001824196,0.0003753166,0.0004572871,0.001791673],"category_scores_gemma":[0.006814035,0.0002503357,0.0002530579,0.0004753003,0.001557249,0.00103251,0.001883001,0.0009254747,0.0001289274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007744901,"about_ca_system_score_gemma":0.0009936502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003260083,"about_ca_topic_score_gemma":0.009819701,"domain_scores_codex":[0.997584,0.001213393,0.0001272915,0.0001244693,0.0005529949,0.0003978546],"domain_scores_gemma":[0.9953799,0.00105185,0.001714558,0.0001863443,0.0004153357,0.001251964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000246282,0.001306637,0.6641575,0.0002836544,0.00009114632,0.0005769598,0.2358063,0.000365527,0.006615407,0.001488549,0.001102088,0.08796001],"study_design_scores_gemma":[0.00001448347,0.0006061835,0.7598067,0.00008061777,0.00003293235,0.0004061981,0.2307717,0.0004102296,0.0006537676,0.0008585863,0.006305837,0.00005284491],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984102,0.00004408712,0.0001584189,0.0001174213,0.000003102642,0.000006764667,0.000005371181,0.000003948965,0.001250718],"genre_scores_gemma":[0.999316,0.00006162944,0.0002166146,0.00002491687,0.000003055507,0.0000062632,0.00001196247,0.000001669058,0.0003578632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003260083,"threshold_uncertainty_score":0.01073325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02360675438135016,"score_gpt":0.1953993387396598,"score_spread":0.1717925843583096,"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."}}