{"id":"W2594634775","doi":"","title":"ASBC NANAIMO BRANCH UPDATE","year":2005,"lang":"en","type":"article","venue":"The Midden","topic":"Health, Education, and Cultural Studies","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005280011,0.00004603399,0.00006335937,0.000007337247,0.00130874,0.00003721235,0.0002025788,0.00002728765,0.0006701645],"category_scores_gemma":[0.00003886152,0.00002808298,0.00002688129,0.0001325523,0.0001364684,0.0001060146,0.000009718982,0.00006625963,0.001228257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004646905,"about_ca_system_score_gemma":0.0001287138,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0051808,"about_ca_topic_score_gemma":0.04617444,"domain_scores_codex":[0.9993228,0.0001359237,0.00008612301,0.00008309718,0.0001613543,0.0002106854],"domain_scores_gemma":[0.999715,0.00004896221,0.00002941085,0.00009985976,0.00004990782,0.00005684581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004859516,0.00005409941,0.002671824,0.000006981109,0.00003652174,1.896451e-7,0.4068039,0.000003280071,0.00003472697,0.1626671,0.2872871,0.1404294],"study_design_scores_gemma":[0.00003831549,0.000002447283,0.004647712,0.000003301005,0.000005819114,1.311949e-7,0.0110679,7.203036e-7,0.00003810597,0.003641893,0.9805045,0.00004911127],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4758983,0.001876646,0.000008012682,0.1820602,0.0004395302,0.0002074832,0.000002242458,0.00007029866,0.3394372],"genre_scores_gemma":[0.9448729,0.0009040259,0.00006020453,0.001535486,0.00155481,0.000005562835,0.000001091291,0.000003375442,0.05106259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6932175,"threshold_uncertainty_score":0.9999914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03214552183833066,"score_gpt":0.3294520268641654,"score_spread":0.2973065050258348,"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."}}