{"id":"W7055431169","doi":"","title":"Claire Card Nomination - Saskatoon West","year":2024,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nomination","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009084758,0.000749979,0.0005749883,0.0007165993,0.00001628078,0.0002155671,0.000838081,0.0002420757,0.005448013],"category_scores_gemma":[0.00001035343,0.0007396296,0.0003819745,0.0001511012,0.0002278893,0.00008027509,0.0002967557,0.0009091678,0.02323638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001084538,"about_ca_system_score_gemma":0.00004015118,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003397485,"about_ca_topic_score_gemma":0.01792283,"domain_scores_codex":[0.9977019,0.00008454239,0.0005256077,0.0008264731,0.0003051593,0.0005563174],"domain_scores_gemma":[0.9988095,0.0001054346,0.000117317,0.0007029736,0.0000162238,0.0002486119],"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":[0.0000151779,0.00004490242,0.0000213947,0.00049748,0.0004343897,0.00006986233,0.00129307,0.00004345085,0.0006091021,0.005261341,0.9910251,0.0006846849],"study_design_scores_gemma":[0.0002665418,0.00008415202,0.00008552822,0.001348516,0.0001392616,0.00004287295,0.00003570141,0.01323669,0.0005723883,0.002324541,0.9811231,0.0007406323],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001297617,0.0009769255,0.02430193,0.0001213911,0.001437015,0.0007258112,0.001538696,0.001997058,0.9687714],"genre_scores_gemma":[0.02736232,0.000197196,0.001656743,0.00009806294,0.001008005,0.0002996427,0.001433981,0.001334165,0.9666099],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02723256,"threshold_uncertainty_score":0.9999975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009758790161870257,"score_gpt":0.2204993420366665,"score_spread":0.2107405518747963,"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."}}