{"id":"W4210998721","doi":"10.33137/aestimatio.v13i0.34524","title":"2016–2018","year":2020,"lang":"en","type":"article","venue":"Aestimatio Sources and Studies in the History of Science","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":[0.0007197281,0.0003894345,0.0002445059,0.003804136,0.0009574399,0.003377526,0.0006173016,0.0008437346,0.2508217],"category_scores_gemma":[0.003144496,0.0002000274,0.0002959791,0.003100166,0.0004682401,0.001855666,0.00201901,0.001004268,0.1480673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002070576,"about_ca_system_score_gemma":0.002871347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01134104,"about_ca_topic_score_gemma":0.02825519,"domain_scores_codex":[0.9995129,0.00003633574,0.00003232668,0.00007591733,0.000253407,0.0000890683],"domain_scores_gemma":[0.9985726,0.0001024369,0.0001275888,0.0001935545,0.0007153203,0.0002885194],"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":[0.0001589049,0.00002404247,0.002122947,0.0004080368,0.00001316243,0.0001121392,0.0002809458,0.0001055245,0.0005613337,0.0196828,0.8146445,0.1618856],"study_design_scores_gemma":[0.000002339632,0.000002293671,0.002093111,0.00006575847,0.00000116105,0.00001688336,0.00005966054,0.000009076352,0.00006567412,0.0004114654,0.9972709,0.000001695442],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006647175,0.0100005,0.0009086842,0.00842905,0.01318538,0.0001404819,0.05736574,0.0007121265,0.9026108],"genre_scores_gemma":[0.01629073,0.004567093,0.0004351768,0.0009810836,0.00127547,0.00007535551,0.02318422,0.0003051832,0.9528858],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7491783,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1383393168899822,"score_gpt":0.3151508755547031,"score_spread":0.1768115586647208,"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."}}