{"id":"W4237376153","doi":"10.1108/s1479-363620150000007004","title":"List of Contributors","year":2015,"lang":"en","type":"other","venue":"","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publishing; Library science; Sociology; Curriculum; Media studies; Management; Political science; Pedagogy; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004996587,0.00005249154,0.0001422657,0.00006092109,0.0000625758,0.000009550158,0.0001162753,0.00013413,0.008670158],"category_scores_gemma":[0.0003012524,0.00004188616,0.00002000484,0.0001636755,0.0001307662,0.00001344549,0.00003461327,0.00005604949,0.00005390675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008366594,"about_ca_system_score_gemma":0.0003377442,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.040738,"about_ca_topic_score_gemma":0.06064341,"domain_scores_codex":[0.9993936,0.0001396504,0.00006720407,0.00007352885,0.0002433998,0.00008257872],"domain_scores_gemma":[0.9996498,0.00002531068,0.00008848029,0.00008273675,0.0001011411,0.00005254033],"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":[0.000001073102,0.00001089558,0.0000728583,0.000002633764,0.000005478509,2.332191e-7,0.001539337,9.003305e-9,0.000003531204,0.02323905,0.9746351,0.0004898245],"study_design_scores_gemma":[0.00006697953,0.00001295852,0.00000389982,0.00003163129,0.0000044461,9.345007e-9,0.001272524,3.05643e-7,0.000002924979,0.0002232642,0.998328,0.00005301079],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001883151,0.000479492,0.00002140039,0.0002775261,0.0003272089,0.0000990148,0.00005192652,0.0001163078,0.9986083],"genre_scores_gemma":[0.003833227,0.00006218626,0.00008938071,0.00002983691,0.000345981,9.073479e-7,0.00001286835,0.00003588253,0.9955897],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02369297,"threshold_uncertainty_score":0.9922361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02263053588723176,"score_gpt":0.349280702448365,"score_spread":0.3266501665611332,"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."}}