{"id":"W4200035023","doi":"10.32920/ifmj.v1i1.1519","title":"Alpenprojekt","year":2021,"lang":"en","type":"article","venue":"Interactive Film and Media Journal","topic":"Ecology, Conservation, and Geographical Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Trilogy; Skyline; History; German; Natural (archaeology); World War II; Art history; Archaeology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001233232,0.00006501664,0.00009498796,0.00001749471,0.0001898831,0.00003709827,0.00005398843,0.0000328119,0.00495635],"category_scores_gemma":[0.0003581349,0.0000504163,0.00004138173,0.00009845455,0.0001414194,0.0001899159,0.00009502406,0.000214353,0.00008864316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002678343,"about_ca_system_score_gemma":0.0000127275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002961225,"about_ca_topic_score_gemma":0.0008090379,"domain_scores_codex":[0.9994448,0.0000556287,0.0001208075,0.0001245135,0.0001109194,0.0001433715],"domain_scores_gemma":[0.9995253,0.0002370218,0.00005412467,0.00004591727,0.00003198765,0.000105659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003719829,0.0001131995,0.9172834,0.000002499462,0.0000768977,0.0002123368,0.004279779,0.0000054464,0.001981901,0.0001375974,0.03802653,0.03784321],"study_design_scores_gemma":[0.0002624477,0.00003916068,0.8839508,0.00001286182,0.00001275397,0.0003140762,0.001581874,0.0000314246,0.0006273118,0.003417653,0.1096738,0.00007589908],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805747,0.0003032719,0.00009991453,0.004202822,0.0006190902,0.00002852427,0.000003228288,0.000006669832,0.01416174],"genre_scores_gemma":[0.996004,0.0009287402,0.0004538944,0.001693278,0.0001200594,0.000003956213,0.000002195627,0.000003641826,0.0007902729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07164723,"threshold_uncertainty_score":0.9959533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008743520458939278,"score_gpt":0.2316714726183421,"score_spread":0.2229279521594028,"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."}}