{"id":"W7020393399","doi":"","title":"MARKKINOINTISUUNNITELMA FOTO MELBALLE","year":2018,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"Bat Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Purchasing; Quarter (Canadian coin); Information system","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","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0008653749,0.001395492,0.001658175,0.0001357587,0.00133844,0.0001580495,0.001977419,0.002471539,0.130089],"category_scores_gemma":[0.0002066229,0.0006509404,0.0007140614,0.0007076951,0.00241282,0.0001719027,0.00123716,0.0008461485,0.07413807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001339694,"about_ca_system_score_gemma":0.00005789472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005497925,"about_ca_topic_score_gemma":0.004300951,"domain_scores_codex":[0.994059,0.000785358,0.0009629613,0.001760524,0.0004399919,0.001992145],"domain_scores_gemma":[0.9972556,0.0007844362,0.0007650164,0.0005488333,0.0002335659,0.0004125001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006276751,0.0007449451,0.009963573,0.0002093054,0.00190432,0.0001887729,0.000345944,5.901695e-7,0.004553556,0.002649574,0.05984589,0.9189659],"study_design_scores_gemma":[0.0004513963,0.001051673,0.04883668,0.0002371094,0.0002373941,0.00008396529,0.0006289949,0.0000102281,0.0003020202,0.001677162,0.945197,0.001286326],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06432515,0.003635129,0.000004932427,0.004213491,0.003315576,0.001000091,0.0002297586,0.0004493434,0.9228265],"genre_scores_gemma":[0.02764146,0.003056225,0.0002362621,0.001309994,0.004508887,0.0001719167,0.000217129,0.00006648717,0.9627916],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9176795,"threshold_uncertainty_score":0.9999617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02636790204734992,"score_gpt":0.2415979762400078,"score_spread":0.2152300741926579,"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."}}