{"id":"W4205877571","doi":"10.1093/obo/9780199791286-0345","title":"Media Ecology","year":2021,"lang":"en","type":"reference-entry","venue":"Cinema and Media Studies","topic":"Media, Communication, and Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Media ecology; New media; Scholarship; Mass media; Social media; Media relations; Communication studies; Electronic media; Digital media; The Internet; Ecology; Digitization; Sociology; Media studies; Multimedia; Computer science; Social science; Political science; Telecommunications; Public relations; Law; World Wide Web; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00180945,0.0008224514,0.0004828732,0.003812766,0.004446336,0.01451368,0.002234648,0.002979932,0.1445491],"category_scores_gemma":[0.007868037,0.0004276995,0.0006231174,0.003667894,0.003857637,0.01259522,0.008510776,0.002527512,0.05334313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003704783,"about_ca_system_score_gemma":0.00409975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004015496,"about_ca_topic_score_gemma":0.003115352,"domain_scores_codex":[0.9973316,0.0006975279,0.00014686,0.0005570591,0.0008968,0.0003702074],"domain_scores_gemma":[0.9960616,0.0009990329,0.0002679142,0.0007670766,0.001138446,0.0007659231],"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":[0.00007454403,0.00009141089,0.002107799,0.0004327532,0.00002463759,0.0004692096,0.003440205,0.0005022553,0.0006667052,0.5144258,0.218993,0.2587717],"study_design_scores_gemma":[0.000004539552,0.00001127752,0.0004565076,0.0001621934,0.000004248311,0.000180378,0.0008687456,0.0001688907,0.0001884474,0.0216918,0.9762529,0.00001001886],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00367335,0.003192226,0.01069327,0.009880501,0.001452027,0.0001717985,0.001043613,0.0007788878,0.9691143],"genre_scores_gemma":[0.1684671,0.01252304,0.01840262,0.01053887,0.003018863,0.0006259076,0.004116426,0.001268447,0.7810387],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1445491,"threshold_uncertainty_score":0.483565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1217189400895939,"score_gpt":0.3908714058527447,"score_spread":0.2691524657631508,"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."}}