{"id":"W7071586410","doi":"","title":"Successful Networking Can Lead to Usable Products and Learning for All","year":2015,"lang":"en","type":"other","venue":"York University Digital Library (York University)","topic":"Chemistry and Stereochemistry Studies","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"USable; Key (lock); Reciprocity (cultural anthropology); Process (computing); Lead (geology); Relation (database)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00346226,0.0003237209,0.0001971397,0.001436614,0.003478378,0.00701696,0.0004944342,0.000917943,0.05336707],"category_scores_gemma":[0.008566895,0.0001717803,0.0002146987,0.00130351,0.002324616,0.005573859,0.006058257,0.001095945,0.01064457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001868346,"about_ca_system_score_gemma":0.003348614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002109371,"about_ca_topic_score_gemma":0.006553533,"domain_scores_codex":[0.9983776,0.0006850034,0.00006538595,0.0001265687,0.0005396014,0.000205847],"domain_scores_gemma":[0.9954426,0.001631886,0.0004806175,0.0005246921,0.0007944746,0.00112577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009077717,0.0006657206,0.009065223,0.0005922713,0.00002148999,0.0005482433,0.01838144,0.0003243777,0.002791906,0.3915026,0.0867617,0.4892543],"study_design_scores_gemma":[0.00002008389,0.000183577,0.01191956,0.0006828272,0.00002351469,0.0004981541,0.0227493,0.0003642822,0.002604617,0.06113025,0.8997914,0.00003252047],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03247577,0.0009418565,0.003176139,0.005101206,0.0001964336,0.0001332141,0.00009093965,0.0001397813,0.9577446],"genre_scores_gemma":[0.5290908,0.006054605,0.008897481,0.001448806,0.0002581304,0.0003680882,0.0004200317,0.0003165281,0.4531456],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05336707,"threshold_uncertainty_score":0.1785306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01703233594994018,"score_gpt":0.1764481949744063,"score_spread":0.1594158590244661,"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."}}