{"id":"W3124193680","doi":"10.29173/iasl7369","title":"Pedagogical centre","year":2019,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Education and Cultural Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Information society; Digital society; Context (archaeology); Digital divide; Sociology; Political science; Digital transformation; Contemporary society; Technology and society; Process (computing); Network society; Knowledge society; Public relations; Pedagogy; Engineering ethics; Media studies; Information and Communications Technology; Engineering; Computer science; Social science; Law; Geography","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":[0.002007575,0.0006027004,0.0006485853,0.001985643,0.005662727,0.007129373,0.002130229,0.002650782,0.5405092],"category_scores_gemma":[0.004357505,0.0003810009,0.0005165322,0.001197293,0.001043377,0.002546149,0.007353835,0.003372664,0.2525885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007981913,"about_ca_system_score_gemma":0.0186075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006686223,"about_ca_topic_score_gemma":0.01135642,"domain_scores_codex":[0.9975004,0.0003947369,0.0001492418,0.0007201229,0.0006400293,0.0005955854],"domain_scores_gemma":[0.9921682,0.0003169465,0.0002230067,0.0003155218,0.001885989,0.005090327],"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":[0.0001381959,0.0002632799,0.002545583,0.0003624407,0.000007973684,0.0007564327,0.002423452,0.0001049037,0.001346293,0.06031466,0.7417539,0.189983],"study_design_scores_gemma":[0.00001451524,0.0000197773,0.0008038969,0.00008310276,0.000002698179,0.0002214591,0.0005047302,0.00005350669,0.0001757617,0.002035505,0.9960795,0.000005554661],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00698837,0.002673467,0.01131158,0.03288763,0.009441772,0.0009652544,0.003040281,0.003068291,0.9296234],"genre_scores_gemma":[0.02833173,0.0009356253,0.005789988,0.00660845,0.0008503753,0.0004320031,0.00104057,0.0005632137,0.955448],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5405092,"threshold_uncertainty_score":0.6554078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08813781421013425,"score_gpt":0.3668706325379503,"score_spread":0.278732818327816,"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."}}