{"id":"W7115330063","doi":"","title":"Uutisia Kanadasta","year":2022,"lang":"fi","type":"other","venue":"Doria (University of Helsinki)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Point (geometry); Process (computing); Work (physics); Identification (biology)","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":[0.0006686348,0.0009374061,0.001572113,0.001709314,0.001031538,0.00005112667,0.002807939,0.0008096208,0.5728752],"category_scores_gemma":[0.00005085455,0.001487476,0.000790011,0.001908963,0.001005083,0.0003836039,0.002018163,0.001374842,0.02598388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001821789,"about_ca_system_score_gemma":0.001048433,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01430668,"about_ca_topic_score_gemma":0.01216578,"domain_scores_codex":[0.9944026,0.0007212835,0.0003890146,0.001484406,0.001893366,0.001109369],"domain_scores_gemma":[0.9956878,0.0001437993,0.001455219,0.001998989,0.0002172528,0.0004969151],"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":[0.0006643753,0.0007027949,0.001006294,0.0005068684,0.001903041,0.00179869,0.003525973,0.00005593132,0.000786495,0.01995851,0.9606431,0.008447943],"study_design_scores_gemma":[0.00284002,0.0002996367,0.002602293,0.0002270274,0.0009901033,0.00004339939,0.008832938,0.0001090801,0.000009951363,0.0003794408,0.9823989,0.00126716],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004784938,0.002163877,0.0001591828,0.000702626,0.002611393,0.001037874,0.006570533,0.0003987632,0.9815708],"genre_scores_gemma":[0.01295999,0.0004091841,0.002492513,0.00007199932,0.0004295199,5.212582e-7,0.001314266,0.001038438,0.9812835],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5468913,"threshold_uncertainty_score":0.9987574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01005446139905779,"score_gpt":0.1852133445509817,"score_spread":0.1751588831519239,"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."}}