{"id":"W2140800933","doi":"10.21083/partnership.v10i1.3436","title":"Profile: Jason Hammond","year":2015,"lang":"en","type":"article","venue":"Partnership The Canadian Journal of Library and Information Practice and Research","topic":"Lexicography and Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science","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":[],"consensus_categories":[],"category_scores_codex":[0.001053851,0.0006394138,0.0006400833,0.0008381738,0.002935532,0.002960839,0.001140295,0.003394897,0.2826499],"category_scores_gemma":[0.007959411,0.0003827731,0.0003158452,0.0004449524,0.0005852741,0.002995,0.002485672,0.004132771,0.1598677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001615538,"about_ca_system_score_gemma":0.003715796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01078436,"about_ca_topic_score_gemma":0.02818588,"domain_scores_codex":[0.9993605,0.0000989154,0.00002542568,0.00010755,0.0002870711,0.0001205284],"domain_scores_gemma":[0.9955232,0.0002813538,0.0001174027,0.00007378841,0.001632567,0.002371618],"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":[0.000004822803,0.000004209368,0.00005320519,0.00001551677,3.540692e-7,0.00004528083,0.0000458821,0.000004029376,0.00002070125,0.00009014965,0.9949524,0.004763421],"study_design_scores_gemma":[0.000006806397,0.00001508781,0.0003533406,0.0001144222,0.000001927493,0.0003934178,0.0008207347,0.00002217245,0.00003750605,0.0002032217,0.9980205,0.00001082343],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002525611,0.01413298,0.001310983,0.6291336,0.1081863,0.0004191924,0.00161372,0.001640719,0.2410369],"genre_scores_gemma":[0.006526714,0.005896501,0.0003617407,0.1744539,0.007429559,0.0002184615,0.0003235933,0.0003076764,0.8044819],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2826499,"threshold_uncertainty_score":0.9455581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1177311751160826,"score_gpt":0.3282083784492511,"score_spread":0.2104772033331685,"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."}}