{"id":"W2308445377","doi":"","title":"Professors’ Mix of Open and Sharing Practices","year":2015,"lang":"en","type":"article","venue":"E-Learn: World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Roads University","funders":"","keywords":"Computer science; Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.02224263,0.0002400391,0.0004935579,0.002931436,0.005843874,0.01208281,0.001676269,0.002569468,0.01370567],"category_scores_gemma":[0.1102049,0.0005135346,0.0005596325,0.002706135,0.003086358,0.008949037,0.01204364,0.003003085,0.002315275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003805394,"about_ca_system_score_gemma":0.005560288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005431849,"about_ca_topic_score_gemma":0.001518084,"domain_scores_codex":[0.935967,0.02730129,0.004149964,0.006515462,0.02009891,0.005967312],"domain_scores_gemma":[0.887907,0.04869944,0.00999745,0.01276143,0.01699578,0.0236389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005372434,0.001094961,0.145665,0.0005748476,0.0002887553,0.0007756858,0.2453256,0.001031767,0.01089486,0.1776121,0.02361,0.3925892],"study_design_scores_gemma":[0.0002377357,0.001455198,0.1227118,0.0005507577,0.0002102931,0.002557566,0.2379964,0.003894821,0.007565646,0.08799375,0.5345578,0.000268303],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8293197,0.001586241,0.02770788,0.01968161,0.0006401005,0.0003289409,0.0001926241,0.0005076965,0.1200352],"genre_scores_gemma":[0.9833107,0.0002366089,0.002414143,0.001490256,0.0001496901,0.0001122721,0.00005974691,0.00008874384,0.01213781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9983237,"threshold_uncertainty_score":0.1176317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3051888669320046,"score_gpt":0.4601679520542382,"score_spread":0.1549790851222336,"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."}}