{"id":"W2791858527","doi":"10.11575/prism/9936","title":"Calgary Ako-katssinn","year":2010,"lang":"ceb","type":"article","venue":"Open MIND","topic":"Social and Educational Sciences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009927663,0.0008489038,0.0005651618,0.001072249,0.002575204,0.003876007,0.0007656982,0.001521106,0.1315348],"category_scores_gemma":[0.003131262,0.0002403764,0.0002260786,0.0006987959,0.001166688,0.001758439,0.003120842,0.003079454,0.0615154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004176056,"about_ca_system_score_gemma":0.003979591,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01679492,"about_ca_topic_score_gemma":0.03423449,"domain_scores_codex":[0.9992315,0.00009747464,0.00003048945,0.000241276,0.0003062095,0.00009308638],"domain_scores_gemma":[0.9979712,0.0003268429,0.00008757765,0.0001273368,0.0009130854,0.0005739472],"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":[0.0001062008,0.00003008184,0.0005040834,0.0001934454,0.00001069644,0.0002173897,0.0004845827,0.0002263379,0.0006039651,0.03310031,0.7254826,0.2390402],"study_design_scores_gemma":[0.000006544184,0.000009181873,0.0007613953,0.0001280033,0.000003999365,0.00008230503,0.0002633603,0.0000692066,0.0003132382,0.003326744,0.9950292,0.000006878571],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005743138,0.06558969,0.004080917,0.1087084,0.02815074,0.0000695873,0.0009847808,0.0007413024,0.7859314],"genre_scores_gemma":[0.0220139,0.0169136,0.001339672,0.004461559,0.001180931,0.00002882613,0.000280626,0.000208927,0.9535719],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9832051,"threshold_uncertainty_score":0.4400277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07692620771776415,"score_gpt":0.4149812719342066,"score_spread":0.3380550642164425,"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."}}