{"id":"W2170765353","doi":"10.5430/ijhe.v3n4p1","title":"Understanding the Integrated Learning Course Model: Academic transition to college","year":2014,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Graduation (instrument); Course (navigation); Context (archaeology); Psychology; Mathematics education; Higher education; Class (philosophy); Medical education; Engineering; Computer science; Medicine; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004467511,0.0000842197,0.00008944175,0.00005800351,0.0001817905,0.00005885177,0.0003667952,0.00004611823,0.0002260994],"category_scores_gemma":[0.0001091958,0.00003445146,0.00005790935,0.0003419461,0.00003905697,0.0002511686,0.00002345488,0.0002609017,0.00002237202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002595269,"about_ca_system_score_gemma":0.00009680319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001906525,"about_ca_topic_score_gemma":0.000012377,"domain_scores_codex":[0.998997,0.00007902324,0.0003057742,0.00009889718,0.0004204526,0.00009880414],"domain_scores_gemma":[0.9985868,0.0002113118,0.0002411503,0.00002544433,0.000882789,0.00005254591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003239448,0.0009137911,0.009162962,0.000007238512,0.0004273073,0.000002044406,0.005638434,0.04766466,0.05905825,0.5745139,0.255522,0.04676557],"study_design_scores_gemma":[0.0006329117,0.00053877,0.2694314,0.0003780115,0.0001560078,0.0001053478,0.02653661,0.004617723,0.0006446788,0.06877751,0.6276239,0.000557156],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8389211,0.0001119643,0.003703742,0.1494343,0.00424937,0.0001653616,0.00002428001,0.0000284309,0.003361494],"genre_scores_gemma":[0.9943627,0.0000173529,0.0003945653,0.00221179,0.001242177,0.00000877835,0.00003110469,0.000001382636,0.001730175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5057364,"threshold_uncertainty_score":0.247563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08325314954973617,"score_gpt":0.3286309622542949,"score_spread":0.2453778127045588,"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."}}