{"id":"W4243886487","doi":"10.36510/learnland.v7i1.869","title":"Review Board","year":2013,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","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":[],"consensus_categories":[],"category_scores_codex":[0.06305671,0.002022028,0.004645044,0.009198316,0.004382284,0.01427051,0.005782837,0.01987572,0.1779052],"category_scores_gemma":[0.2820716,0.00239044,0.003282229,0.004896399,0.003691279,0.004293941,0.003067507,0.01214148,0.1760026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008001374,"about_ca_system_score_gemma":0.02837584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003847574,"about_ca_topic_score_gemma":0.008305538,"domain_scores_codex":[0.940234,0.0183398,0.008398154,0.007115142,0.02209849,0.003814439],"domain_scores_gemma":[0.5773906,0.03826591,0.02641126,0.0285114,0.3129086,0.01651231],"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":[0.0001105534,0.00001840591,0.0001388342,0.0007073436,0.00003019474,0.00007460696,0.00003768082,0.00001849581,0.0001387276,0.0009863708,0.9759375,0.02180137],"study_design_scores_gemma":[0.0002013802,0.00002712638,0.0007248334,0.00209811,0.00007434609,0.0001734633,0.00006447324,0.0001235231,0.0001997163,0.001237199,0.9950506,0.00002511724],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.001937512,0.04264279,0.01164765,0.3221698,0.3320731,0.02691348,0.01387787,0.003401516,0.2453364],"genre_scores_gemma":[0.01622478,0.02084246,0.01677084,0.1690926,0.12072,0.03799013,0.01181522,0.002227009,0.604317],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1779052,"threshold_uncertainty_score":0.5951521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01221621978141563,"score_gpt":0.2522926108666965,"score_spread":0.2400763910852809,"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."}}