{"id":"W6907716283","doi":"10.25316/ir-13914","title":"Nanaimo Free Press [Monday, January 9, 1893]","year":2019,"lang":"en","type":"other","venue":"VIUSpace (Vancouver Island University Library)","topic":"Brain Tumor Detection and Classification","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[],"category_scores_codex":[0.00002897428,0.0004278769,0.0003909947,0.0004638037,0.0001756806,0.0001026503,0.001192048,0.000453295,0.002075987],"category_scores_gemma":[0.00005064499,0.0004428272,0.0001959461,0.0005139519,0.0001758846,0.0006928971,0.0004568042,0.0005076537,0.0006994068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007032925,"about_ca_system_score_gemma":0.0001534032,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002708703,"about_ca_topic_score_gemma":0.02437499,"domain_scores_codex":[0.9978584,0.0002309435,0.0001493677,0.0009292398,0.0004219661,0.0004100669],"domain_scores_gemma":[0.9981459,0.0001238027,0.0003377401,0.001196219,0.00001301468,0.0001833591],"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":[0.00006987822,0.0000685538,0.00000574979,0.00007746005,0.00002187071,0.00009139667,0.0001404763,0.000005290401,0.0003928739,0.00148648,0.9973051,0.0003348619],"study_design_scores_gemma":[0.001126518,0.00006537449,0.00001982826,0.0001035206,0.00004282623,0.00000448017,0.0001769173,0.0001047624,0.004495565,0.00008679567,0.9932324,0.0005410183],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003484168,0.0001081578,0.0003246766,0.00073503,0.002253546,0.0005928869,0.0005689987,0.0009831691,0.9943987],"genre_scores_gemma":[0.001666628,0.0006270056,0.0001498865,0.0005143101,0.0002627335,0.000001973368,0.000007746444,0.0003054384,0.9964643],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02410411,"threshold_uncertainty_score":0.9998024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01306261493364175,"score_gpt":0.1925921150319545,"score_spread":0.1795295000983128,"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."}}