{"id":"W2936497503","doi":"","title":"Teacher Trust, Vulnerability and Open Educational Resources","year":2019,"lang":"en","type":"article","venue":"2019 Conference of the Canadian Society for the Study of Education","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Open educational resources; Openness to experience; Pedagogy; Sociology; Open education; Creativity; Distance education; Commons; Knowledge management; Public relations; Computer science; Psychology; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.0008279737,0.00008654609,0.0001401794,0.00002903281,0.0004656801,0.0002287111,0.001741517,0.00004263514,0.0001394883],"category_scores_gemma":[0.0001629523,0.00005886926,0.00008369577,0.0002107933,0.0001026586,0.0002965845,0.000209067,0.0001427458,0.000005102627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001142943,"about_ca_system_score_gemma":0.002719575,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0956719,"about_ca_topic_score_gemma":0.03205819,"domain_scores_codex":[0.999166,0.00009596808,0.000196698,0.0002345268,0.0001617899,0.0001450105],"domain_scores_gemma":[0.9985586,0.0002225143,0.0002141617,0.0006052075,0.0003153023,0.00008424758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002223164,0.001481039,0.4237909,0.0001285462,0.0003348076,6.025146e-9,0.2444153,0.0001841481,0.0002718445,0.1868777,0.1019605,0.04053293],"study_design_scores_gemma":[0.0005629332,0.0002075064,0.8171846,0.00005009054,0.00005541284,0.000001643483,0.1415228,0.002967218,0.00006109921,0.006018676,0.03116364,0.0002042969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9661241,0.00008021473,0.00003961793,0.02111661,0.0008696347,0.001696571,0.000005845326,0.000004248641,0.0100632],"genre_scores_gemma":[0.9852522,0.000004750341,0.0008951827,0.0002973897,0.00005273526,0.00008141078,0.000003328101,0.000005271892,0.01340776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3933938,"threshold_uncertainty_score":0.9856042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03099776829643715,"score_gpt":0.299349577551826,"score_spread":0.2683518092553889,"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."}}