{"id":"W2290600211","doi":"10.5821/jida.2015.5088","title":"Cross-disciplinary collaborative entrepreneurial education: zone learning and architecture","year":2015,"lang":"en","type":"article","venue":"","topic":"Architecture, Art, Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Architecture; Discipline; Resource (disambiguation); Computer science; Knowledge management; Professional development; Sociology; Pedagogy; History; Social science; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001667339,0.0001551605,0.0001363277,0.0001046,0.0005298831,0.0003178622,0.00008959055,0.00004017229,0.002102939],"category_scores_gemma":[0.0000830545,0.0001266396,0.00002710586,0.0000546829,0.0003381092,0.0002311705,0.0000699327,0.0002071625,0.00009750873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003559423,"about_ca_system_score_gemma":0.0004868791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008465887,"about_ca_topic_score_gemma":0.0009575982,"domain_scores_codex":[0.9990566,0.000115093,0.0001791453,0.0002847236,0.0001784546,0.0001860295],"domain_scores_gemma":[0.9992521,0.00008261251,0.0000855799,0.0001430662,0.0002710586,0.0001655133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003168698,0.0003790148,0.01774624,0.00006766819,0.00006663206,0.000004492545,0.7682384,0.0005651115,0.00009563872,0.1353196,0.0287555,0.04844486],"study_design_scores_gemma":[0.0004732756,0.0002140598,0.0008121313,0.00002375685,0.00001820379,0.00002126546,0.03106345,0.00003279336,0.0001380696,0.008451818,0.958514,0.0002371304],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6476626,0.0007981018,0.0002791814,0.002669405,0.001709254,0.0003398521,0.00001125533,0.0001705435,0.3463598],"genre_scores_gemma":[0.8334619,0.0000166904,0.001467657,0.0002247791,0.002968793,0.00004051805,0.00006464824,0.00002546851,0.1617295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9297585,"threshold_uncertainty_score":0.9988093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02219433143892409,"score_gpt":0.2950819193188827,"score_spread":0.2728875878799586,"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."}}