{"id":"W6993225162","doi":"","title":"Perhealbumi","year":2015,"lang":"fi","type":"other","venue":"Aaltodoc (Aalto University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Data collection","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0008572116,0.001904518,0.001994562,0.00444614,0.0005458032,0.0001853591,0.003033324,0.002028825,0.05357037],"category_scores_gemma":[0.000246718,0.002417336,0.0007094904,0.004612011,0.001119074,0.0007121698,0.001334651,0.001928901,0.3243152],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004044446,"about_ca_system_score_gemma":0.003351677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002185124,"about_ca_topic_score_gemma":0.003092241,"domain_scores_codex":[0.9916413,0.00117014,0.0006759292,0.002455001,0.001724412,0.002333175],"domain_scores_gemma":[0.9927592,0.0001911364,0.001224624,0.002695459,0.0009442455,0.00218538],"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":[0.0004939947,0.0005350015,0.0003685803,0.0003281819,0.000914977,0.002804849,0.0009474035,0.00003012576,0.0001853681,0.01449703,0.9771874,0.001707084],"study_design_scores_gemma":[0.003743724,0.0004280324,0.0001618884,0.000739966,0.001133732,0.00009065746,0.001868488,0.00006782923,0.0000372849,0.0001224574,0.9892222,0.002383779],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007912028,0.002143626,0.00005990284,0.0003953974,0.002028046,0.001478949,0.002570596,0.001271376,0.9892609],"genre_scores_gemma":[0.002172182,0.0009167146,0.0007114545,0.0002423939,0.001430518,0.000001407737,0.0008714439,0.002329936,0.9913239],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2707448,"threshold_uncertainty_score":0.9997789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02516887739733759,"score_gpt":0.219167879849008,"score_spread":0.1939990024516705,"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."}}