{"id":"W2994308510","doi":"10.29173/jchla29424","title":"LinkedIn Learning Product Review","year":2019,"lang":"fr","type":"article","venue":"Journal of the Canadian Health Libraries Association / Journal de l Association de bilbiothèques de la santé du Canada","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Product (mathematics); Computer science; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.006927929,0.000887221,0.001047151,0.007190887,0.001183657,0.008620122,0.001683535,0.002991977,0.1982996],"category_scores_gemma":[0.02159566,0.0004277955,0.0009543725,0.004757875,0.0008784647,0.005643233,0.002309119,0.001639066,0.1517841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003453985,"about_ca_system_score_gemma":0.01068979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003890307,"about_ca_topic_score_gemma":0.00657204,"domain_scores_codex":[0.9945537,0.0008829206,0.000412925,0.0004556215,0.003375832,0.0003189615],"domain_scores_gemma":[0.9792398,0.002574184,0.002088637,0.001534978,0.01277239,0.001789965],"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":[0.0000839814,0.00006053253,0.0001484484,0.002786502,0.00002788827,0.00003797234,0.00003411579,0.00003929382,0.0006515042,0.003886386,0.7045456,0.2876979],"study_design_scores_gemma":[0.00001649219,0.00001806134,0.0001522621,0.0009614577,0.00001651824,0.00002816982,0.000014074,0.00003205047,0.000173843,0.0005832787,0.9979985,0.000005185085],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001717551,0.1521892,0.007551995,0.05572233,0.03850208,0.001590329,0.009611614,0.003196987,0.7299179],"genre_scores_gemma":[0.008446272,0.09906591,0.005192536,0.02195408,0.01043419,0.0008487348,0.008802153,0.001290118,0.8439659],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1982996,"threshold_uncertainty_score":0.6633781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0082664235697075,"score_gpt":0.2568568602188233,"score_spread":0.2485904366491158,"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."}}