{"id":"W4406641939","doi":"10.4000/134bl","title":"Como a água que corre","year":2025,"lang":"pt","type":"article","venue":"Medievalista online","topic":"Environmental Sustainability and Education","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidade Nova de Lisboa; Federation for the Humanities and Social Sciences","keywords":"Humanities; Art","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006025329,0.0003728721,0.0003700064,0.00009055605,0.0003662291,0.00007217639,0.0005863269,0.0002614367,0.009714836],"category_scores_gemma":[0.0003639233,0.0003800077,0.0001540035,0.0006262213,0.0007951324,0.0002440198,0.0005322556,0.0004879469,0.0007964765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00177655,"about_ca_system_score_gemma":0.0001489144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001802649,"about_ca_topic_score_gemma":0.002040864,"domain_scores_codex":[0.9971932,0.0002531723,0.0005879119,0.0007561897,0.0005449316,0.0006645711],"domain_scores_gemma":[0.9985772,0.0001715401,0.0001483435,0.0008213697,0.00001967807,0.0002618087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005611129,0.01194858,0.5272772,0.001741657,0.0002505318,0.0001106976,0.01206455,0.001508635,0.009708087,0.004273012,0.2990871,0.1314688],"study_design_scores_gemma":[0.001182034,0.0002416789,0.4812233,0.0003342919,0.0002288187,0.000008919446,0.0151914,0.002440997,0.001058099,0.002362705,0.4950587,0.0006690695],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9457466,0.001598213,0.0008212706,0.03307151,0.002871602,0.0009722435,0.0003986764,0.00009479496,0.01442506],"genre_scores_gemma":[0.8908857,0.0005017199,0.0004338084,0.003546163,0.0002187904,0.00003345416,0.0004527051,0.00002900877,0.1038987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1959716,"threshold_uncertainty_score":0.9999815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009801792078377794,"score_gpt":0.2904186941568224,"score_spread":0.2806169020784446,"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."}}