{"id":"W2547753029","doi":"10.1386/fm.7.1.101_7","title":"Preview of FM 7.2","year":2016,"lang":"en","type":"article","venue":"Film Matters","topic":"Green IT and Sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007508422,0.0009779396,0.0004796048,0.00236326,0.001749373,0.003631332,0.001001699,0.00334194,0.7112842],"category_scores_gemma":[0.002499977,0.0002877816,0.0005487627,0.00104879,0.0004397672,0.001687459,0.001237552,0.001775724,0.3448386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001404777,"about_ca_system_score_gemma":0.0009882462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00895697,"about_ca_topic_score_gemma":0.01696116,"domain_scores_codex":[0.9994587,0.00004036968,0.00001080503,0.00004819809,0.0003019425,0.0001400053],"domain_scores_gemma":[0.9989103,0.0002176481,0.00004435326,0.00007913417,0.0005008448,0.0002478185],"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":[0.0000509904,0.00001973566,0.00003725965,0.00008365268,9.119178e-7,0.0000432603,0.00002491196,0.00003002292,0.0003177992,0.00105746,0.9832757,0.01505828],"study_design_scores_gemma":[0.00001270104,0.0000192646,0.0004393394,0.00009196341,0.000001319421,0.00003416101,0.00003378892,0.00003908751,0.0001491268,0.000418316,0.9987555,0.000005442059],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008091105,0.00139054,0.001510465,0.009604683,0.03282501,0.0002482676,0.00666878,0.003152224,0.9437908],"genre_scores_gemma":[0.003646233,0.0003862065,0.0003306227,0.003208243,0.007738209,0.00009374157,0.00167544,0.0008653491,0.9820558],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7112842,"threshold_uncertainty_score":0.4118181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005027266714837832,"score_gpt":0.1846311116625506,"score_spread":0.1796038449477127,"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."}}