{"id":"W4417082464","doi":"10.59350/tx617-y9420","title":"John Willinsky Receives Connection Award from SSHRC","year":2016,"lang":"","type":"article","venue":"","topic":"Academic Freedom and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Connection (principal bundle); Publishing; Research council; Graduate students; Graduate research","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006669444,0.00027861,0.0003529729,0.00007854733,0.0006573087,0.00009217098,0.000540773,0.0007606642,0.01256242],"category_scores_gemma":[0.0008246348,0.0001892153,0.0001900549,0.0002962284,0.001374145,0.0006655142,0.00006625905,0.0002770883,0.002462313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002815597,"about_ca_system_score_gemma":0.0003775175,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01491311,"about_ca_topic_score_gemma":0.002144738,"domain_scores_codex":[0.9970323,0.0004274005,0.0005549491,0.0005578112,0.0005834487,0.0008441207],"domain_scores_gemma":[0.9974455,0.001373322,0.0002286236,0.00032242,0.0001684731,0.0004616129],"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":[0.00006411631,0.0001121885,0.009229673,0.00001143194,0.0001849146,0.000004817427,0.01668717,0.000001505679,0.002121596,0.5419334,0.2732021,0.1564471],"study_design_scores_gemma":[0.0007191633,0.0001002888,0.002506139,0.0001362771,0.00007728219,8.745848e-7,0.006255236,0.00003845175,0.002222115,0.09556971,0.8919227,0.0004518213],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1048487,0.001394637,0.008350318,0.08200354,0.01492661,0.0004356122,0.0002622848,0.0003063351,0.787472],"genre_scores_gemma":[0.9052473,0.01163878,0.0003237143,0.002113554,0.006990249,0.00000750366,0.000004527198,0.00001954142,0.07365479],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8003986,"threshold_uncertainty_score":0.9983144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0262784261049013,"score_gpt":0.2886060738465345,"score_spread":0.2623276477416332,"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."}}