{"id":"W2946719927","doi":"10.18192/uojm.v9i1.3984","title":"Why I Write For Academic Blogs","year":2019,"lang":"en","type":"article","venue":"University of Ottawa Journal of Medicine","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Dissemination; Repertoire; Computer science; World Wide Web; Internet privacy; Public relations; Multimedia; Political science; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0106125,0.0004774386,0.0005169425,0.001628074,0.007950478,0.01878734,0.001736028,0.004593971,0.03753011],"category_scores_gemma":[0.09424614,0.0005384958,0.0005354413,0.001601836,0.005210149,0.01556317,0.005687643,0.005933811,0.0339246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001696046,"about_ca_system_score_gemma":0.003777749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001598623,"about_ca_topic_score_gemma":0.003326658,"domain_scores_codex":[0.9861106,0.006384145,0.0006914631,0.001059506,0.004249155,0.001505131],"domain_scores_gemma":[0.9120155,0.0379272,0.008570501,0.005530848,0.01771124,0.01824477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009280773,0.0001845449,0.01107282,0.001021735,0.00003541106,0.001264346,0.07777779,0.00005475092,0.001893141,0.012982,0.7691971,0.1244235],"study_design_scores_gemma":[0.00003436724,0.00009116733,0.005109237,0.001485339,0.00003290708,0.001866993,0.1130737,0.0001531433,0.0008457463,0.006831504,0.8703797,0.00009614581],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.09067977,0.0124027,0.01063699,0.5493926,0.03422255,0.0003696509,0.0007200642,0.003429933,0.2981458],"genre_scores_gemma":[0.5193187,0.01191742,0.01306164,0.1621753,0.01325386,0.0005492177,0.000750259,0.002960881,0.2760128],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9812127,"threshold_uncertainty_score":0.1255507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01787044556409906,"score_gpt":0.3052478681771588,"score_spread":0.2873774226130598,"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."}}