{"id":"W4281491626","doi":"10.32920/ifmj.v2i2.1565","title":"Signs of Life","year":2022,"lang":"en","type":"article","venue":"Interactive Film and Media Journal","topic":"Visual Culture and Art Theory","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Semiotics; Sign (mathematics); Interpretation (philosophy); Epistemology; Biosemiotics; Sign system; Criticism; Value (mathematics); Consciousness; Ambiguity; Aesthetics; Psychology; Linguistics; Philosophy; Literature; Computer science; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001576811,0.0008128238,0.0004788013,0.001973022,0.006886927,0.01117462,0.0008973855,0.003152612,0.02078336],"category_scores_gemma":[0.005045309,0.0002192724,0.0004054638,0.001152715,0.0239212,0.015082,0.007686956,0.004624842,0.005771949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003846274,"about_ca_system_score_gemma":0.002359458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001934582,"about_ca_topic_score_gemma":0.002140238,"domain_scores_codex":[0.9965101,0.001769393,0.0001216493,0.0004142099,0.0007845374,0.0004001205],"domain_scores_gemma":[0.9984335,0.0004985366,0.0001727552,0.0002095303,0.0003448077,0.0003409328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008552533,0.000004103816,0.00006616827,0.00002847377,0.00000109527,0.00003771158,0.006675877,0.00002404801,0.00007370258,0.9761085,0.009783847,0.007187892],"study_design_scores_gemma":[0.000004323382,0.00001870636,0.0001557649,0.0001560425,0.000002535949,0.0001753172,0.006115719,0.00005161428,0.0001371651,0.2048547,0.7883136,0.00001438833],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009337154,0.01271687,0.01147629,0.04960899,0.003878852,0.00004044012,0.0001628581,0.0001722263,0.9126064],"genre_scores_gemma":[0.7088631,0.01132385,0.006105302,0.01227951,0.003074783,0.0001638505,0.0003456089,0.0003331423,0.2575109],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02078336,"threshold_uncertainty_score":0.06952727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03160005928003602,"score_gpt":0.2546400993454909,"score_spread":0.2230400400654549,"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."}}