{"id":"W4415407425","doi":"10.36253/sdt-15572","title":"Neo-population and energy transition in the non-existent Apennines. The Gagliano Aterno experiment and the NEO Project","year":2024,"lang":"","type":"article","venue":"Scienze del Territorio","topic":"Geomagnetism and Paleomagnetism Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre de Santé et de Services Sociaux de la Montagne","funders":"","keywords":"Transformative learning; Constructive; Energy transition; Perception; Ethnography; Resource (disambiguation); Climate change; Energy (signal processing)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009698264,0.0001230205,0.0001379583,0.0003162792,0.001291104,0.0009955206,0.0004107941,0.0004272151,0.002281751],"category_scores_gemma":[0.0008207904,0.0000723557,0.00008814401,0.0005034448,0.002896601,0.0006732348,0.001824431,0.0005388277,0.0001092578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001399826,"about_ca_system_score_gemma":0.0006174516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01688818,"about_ca_topic_score_gemma":0.0367282,"domain_scores_codex":[0.9994541,0.0003535028,0.000008154198,0.00006669847,0.000039145,0.0000784395],"domain_scores_gemma":[0.9995691,0.0001790848,0.00005996873,0.00006250026,0.00002311996,0.0001062328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004164804,0.007944521,0.3968742,0.0006287941,0.0001922082,0.003627772,0.137251,0.00239978,0.01187695,0.165647,0.009310354,0.2600827],"study_design_scores_gemma":[0.0001982514,0.001603002,0.8660582,0.00007824869,0.00004208627,0.0004209424,0.04575415,0.0009552644,0.001356866,0.01652526,0.06697737,0.00003042969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842156,0.0004042281,0.0002135967,0.0005473169,0.00001622411,0.00002219554,0.00009055523,0.000006928014,0.01448353],"genre_scores_gemma":[0.9960439,0.0002032107,0.000250782,0.0000900314,0.00000993082,0.00004095981,0.00005770687,0.000003444827,0.003300012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01688818,"threshold_uncertainty_score":0.03357977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008711892783901307,"score_gpt":0.243179377411864,"score_spread":0.2344674846279627,"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."}}