{"id":"W3151564192","doi":"10.29173/iasl7696","title":"Connect 2.0","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Curriculum; Presentation (obstetrics); Dominance (genetics); Ideal (ethics); Sociology; Web site; Early childhood; Pedagogy; Mathematics education; World Wide Web; The Internet; Computer science; Psychology; Political science; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001069421,0.001034047,0.0005629682,0.00174599,0.001077512,0.004132455,0.00161292,0.001847444,0.3195056],"category_scores_gemma":[0.003497569,0.0006879187,0.0006927123,0.001192719,0.0004399098,0.00386532,0.004530285,0.002091865,0.2351061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005690522,"about_ca_system_score_gemma":0.001240767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002835806,"about_ca_topic_score_gemma":0.004452421,"domain_scores_codex":[0.9990826,0.0001581802,0.00004132243,0.0001494847,0.0004068844,0.0001615592],"domain_scores_gemma":[0.9981593,0.0002977521,0.00008355806,0.0003974129,0.000595203,0.0004668181],"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":[0.0004490734,0.0001348941,0.001243955,0.0006198495,0.00003685226,0.0003657069,0.0004857239,0.0005076982,0.004850261,0.02115661,0.8522836,0.1178658],"study_design_scores_gemma":[0.00003647395,0.00005335982,0.0008822342,0.0001109884,0.00001369655,0.0002843349,0.00007795021,0.0006826856,0.0009878454,0.003636923,0.9931949,0.00003866145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00463309,0.001607684,0.031416,0.001610253,0.001281911,0.0006072529,0.01213117,0.09459615,0.8521164],"genre_scores_gemma":[0.0331839,0.002861447,0.02105876,0.004493039,0.0009279522,0.001226444,0.03173109,0.03112217,0.8733952],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3195056,"threshold_uncertainty_score":0.9706427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0250684886374878,"score_gpt":0.2721462675661289,"score_spread":0.2470777789286411,"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."}}