{"id":"W4241237730","doi":"10.26443/fo.v13i.261","title":"Contents","year":2013,"lang":"fi","type":"paratext","venue":"Fontanus","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Environmental science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005301347,0.001168953,0.0008582048,0.004168957,0.002283218,0.007593828,0.001684077,0.001633018,0.8816721],"category_scores_gemma":[0.004463144,0.000411469,0.0005611615,0.003890579,0.0006099261,0.003712494,0.002473795,0.001696171,0.8424789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002823437,"about_ca_system_score_gemma":0.002103991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009302675,"about_ca_topic_score_gemma":0.01080904,"domain_scores_codex":[0.9993895,0.00006971155,0.00002157577,0.0000959003,0.0003501874,0.00007314995],"domain_scores_gemma":[0.9982057,0.0003041762,0.0000674445,0.0002105033,0.0008053616,0.0004067862],"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":[0.00001311596,0.00001335095,0.00004039789,0.00004060988,9.502965e-7,0.00001134917,0.0000111576,0.00003173063,0.00005223306,0.001306836,0.9745792,0.02389907],"study_design_scores_gemma":[0.00001086395,0.000007111344,0.0002998264,0.00009472699,0.000002060324,0.00002675077,0.0000319142,0.0001228046,0.0001515148,0.001617776,0.9976278,0.000006921534],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002501454,0.000378166,0.001021209,0.001135672,0.00125761,0.0001240939,0.01775122,0.003385935,0.974696],"genre_scores_gemma":[0.0009153091,0.0002670356,0.0004421636,0.0002522496,0.0003142475,0.00006627983,0.007713323,0.001245128,0.9887843],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1183279,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04309726517953581,"score_gpt":0.2771489381142327,"score_spread":0.2340516729346969,"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."}}