{"id":"W1215042996","doi":"10.21083/partnership.v6i1.1399","title":"Profile: Diana Cook","year":2011,"lang":"en","type":"article","venue":"Partnership The Canadian Journal of Library and Information Practice and Research","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0006988152,0.0008214607,0.0007002205,0.0009449868,0.002326702,0.002809163,0.001041283,0.003137291,0.4105847],"category_scores_gemma":[0.004917466,0.0004640279,0.00031559,0.0006686829,0.0004149304,0.002355088,0.002493686,0.003190421,0.3973742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001021267,"about_ca_system_score_gemma":0.002058584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006814796,"about_ca_topic_score_gemma":0.02304243,"domain_scores_codex":[0.9995664,0.00005447342,0.00001728062,0.00006454306,0.000212308,0.00008498634],"domain_scores_gemma":[0.9956415,0.0003269265,0.0001083537,0.00009741628,0.001738471,0.002087319],"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":[0.000005437793,0.000005934514,0.00004495576,0.00001943202,3.187935e-7,0.00002778308,0.00002128838,0.000004183907,0.00002987987,0.00004464856,0.9931029,0.006693156],"study_design_scores_gemma":[0.000007093925,0.00001225218,0.0004488298,0.00006607245,0.000001234247,0.0001451519,0.0003750341,0.00001948449,0.00002861822,0.0001212464,0.9987657,0.000009305218],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002123697,0.009739882,0.001647117,0.2607707,0.0704778,0.001018079,0.003464843,0.003326955,0.647431],"genre_scores_gemma":[0.001885493,0.001986884,0.0002221808,0.03935695,0.002795279,0.0002033265,0.0003143571,0.0001615538,0.953074],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4105847,"threshold_uncertainty_score":0.8407294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1485171333453504,"score_gpt":0.3763978210724054,"score_spread":0.227880687727055,"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."}}