{"id":"W4381123603","doi":"10.32920/ifmj.v3i2.1755","title":"Energy Literacies","year":2023,"lang":"en","type":"article","venue":"Interactive Film and Media Journal","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department of Industry, Science, Energy and Resources, Australian Government","keywords":"Storytelling; Filmmaking; Sociology; Engineering; Media studies; Visual arts; Art; Narrative; Movie theater","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":[],"consensus_categories":[],"category_scores_codex":[0.0002494211,0.00006843202,0.00009982664,0.0001516992,0.0003717597,0.00003563321,0.00005544138,0.00005259838,0.000479995],"category_scores_gemma":[0.0003492944,0.0000527487,0.00003276393,0.0001219867,0.00002911166,0.0003008378,0.00003131786,0.0003855492,0.0003873074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005314237,"about_ca_system_score_gemma":0.0001065808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002405511,"about_ca_topic_score_gemma":0.00001620811,"domain_scores_codex":[0.9992511,0.0001045908,0.0002008413,0.00008874399,0.0001139223,0.000240751],"domain_scores_gemma":[0.9986837,0.0008524882,0.0001120091,0.00005239354,0.0001351862,0.0001642306],"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":[0.0001821846,0.00007434603,0.01652045,0.00004804793,0.0000784052,0.00006330687,0.1258857,0.00000562678,0.0006008677,0.002363704,0.5460395,0.3081379],"study_design_scores_gemma":[0.0003226659,0.00005315643,0.0278591,0.0003521924,0.00001006149,0.00004892555,0.02373923,0.0002023985,0.0001197125,0.008727038,0.9384559,0.0001096468],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9382768,0.000408625,0.0003664676,0.002206874,0.009491486,0.00005461185,0.00001697014,0.00008675263,0.04909144],"genre_scores_gemma":[0.9817626,0.0007556381,0.00004161066,0.0006468534,0.001514088,0.00001444721,0.00002137127,0.0000112753,0.01523205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3924164,"threshold_uncertainty_score":0.5255608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05495896634088414,"score_gpt":0.4042378788371345,"score_spread":0.3492789124962504,"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."}}