{"id":"W6992610038","doi":"","title":"Luontoa käsitteleviä kirjoja
\\nKirja-arviointi teoksista: Suomen lasten luontokirja (Lasse J. Laine, Iiris Kalliola), Suomen luonto, lasten suuri luontokirja (Viljami Ovaskainen), Koko perheen luonto-opas (Juha Laaksonen)","year":2022,"lang":"fi","type":"other","venue":"UTUPub (University of Turku)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Work (physics); Population; Context (archaeology)","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","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.006990757,0.009204173,0.01270935,0.009588961,0.003643266,0.00108024,0.01593774,0.005901455,0.2647985],"category_scores_gemma":[0.001188887,0.01176245,0.007656723,0.006853515,0.004987368,0.005325395,0.01124007,0.008892569,0.02525261],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01984534,"about_ca_system_score_gemma":0.004710753,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07996211,"about_ca_topic_score_gemma":0.1903019,"domain_scores_codex":[0.9584425,0.005807958,0.005102722,0.01059749,0.01004571,0.01000364],"domain_scores_gemma":[0.9686128,0.002030422,0.00981764,0.01117946,0.003255246,0.005104397],"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":[0.007696646,0.006675843,0.03099585,0.005152971,0.01838101,0.007156394,0.02711997,0.0009250873,0.004336943,0.00276532,0.8792664,0.009527519],"study_design_scores_gemma":[0.01998706,0.002499878,0.02343141,0.002196458,0.007500611,0.0006239461,0.03166992,0.003672358,0.00009470413,0.0001706632,0.8977941,0.01035889],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09324381,0.03083071,0.0004642768,0.005413414,0.007409842,0.01294316,0.02099561,0.00478234,0.8239169],"genre_scores_gemma":[0.05822458,0.007024377,0.004970868,0.0009684121,0.003336351,0.0001360208,0.009398136,0.006074949,0.9098663],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2395459,"threshold_uncertainty_score":0.9999567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00936190562282854,"score_gpt":0.18875904362367,"score_spread":0.1793971380008415,"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."}}