{"id":"W7048163556","doi":"","title":"Lapsiperheiden toiveita Kokkolan Ladun toiminnalle","year":2024,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"Photocathodes and Microchannel Plates","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Order (exchange); Context (archaeology); Quarter (Canadian coin)","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":[0.000742349,0.002040153,0.001834809,0.0008306486,0.0001955425,0.0006687125,0.001873631,0.001603484,0.01451231],"category_scores_gemma":[0.00008807052,0.001971309,0.0008990716,0.000758183,0.000264893,0.0003047904,0.000771487,0.002009617,0.0794604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004403524,"about_ca_system_score_gemma":0.0001633179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008990796,"about_ca_topic_score_gemma":0.0006399457,"domain_scores_codex":[0.9941135,0.0001809331,0.001239378,0.001681866,0.0007097367,0.002074572],"domain_scores_gemma":[0.9968472,0.0002569083,0.000304889,0.00182647,0.000124907,0.0006396588],"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":[0.0005631686,0.0008530807,0.00003275054,0.01503895,0.009672956,0.003992915,0.0242956,0.00270156,0.0771588,0.01396975,0.1034218,0.7482986],"study_design_scores_gemma":[0.0006251269,0.0001701773,0.00002367898,0.00306648,0.0005996187,0.0002790779,0.001009584,0.00267274,0.004253969,0.003968837,0.9811068,0.002223898],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00322283,0.03549413,0.0005214447,0.0004579843,0.004384303,0.001460162,0.0008182825,0.001945343,0.9516955],"genre_scores_gemma":[0.02437694,0.004135562,0.001176397,0.0002687329,0.00233216,0.0002459046,0.0002635847,0.002642699,0.964558],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.877685,"threshold_uncertainty_score":0.9996926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01836712613567006,"score_gpt":0.242329514218078,"score_spread":0.2239623880824079,"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."}}