{"id":"W1667664355","doi":"10.1111/cobi.12034","title":"Scientific Alert: The Medium is the Message","year":2013,"lang":"en","type":"article","venue":"Conservation Biology","topic":"Biomedical Text Mining and Ontologies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Presentation (obstetrics); Variety (cybernetics); Media studies; Library science; Sociology; History; Computer science; Artificial intelligence; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003268596,0.001040046,0.0008327045,0.001739604,0.002519944,0.01584145,0.001177172,0.005228093,0.2416028],"category_scores_gemma":[0.02213212,0.0005630479,0.000637635,0.001427375,0.002725102,0.01556737,0.004788627,0.006858745,0.1975517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001815325,"about_ca_system_score_gemma":0.00255689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008876865,"about_ca_topic_score_gemma":0.0009608627,"domain_scores_codex":[0.9960307,0.001205738,0.0001829746,0.0003979751,0.001895944,0.0002866207],"domain_scores_gemma":[0.9902345,0.003053882,0.0009381078,0.0009342473,0.003084471,0.001754728],"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":[0.00003449058,0.00001149501,0.00008876657,0.0002101659,0.000009248269,0.00005190573,0.0003889042,0.00001270546,0.0004552794,0.005802963,0.9404698,0.05246419],"study_design_scores_gemma":[0.00000667932,0.00001347454,0.0001238772,0.0001433357,0.000004774542,0.00006987945,0.0002998728,0.00001837005,0.0001341991,0.003406055,0.9957709,0.000008591036],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001983051,0.03652278,0.006000315,0.3734887,0.1343796,0.000188456,0.001958247,0.003737108,0.4417418],"genre_scores_gemma":[0.03478256,0.02611645,0.004318217,0.1380978,0.05892893,0.0002721527,0.001399456,0.002282842,0.7338016],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2416028,"threshold_uncertainty_score":0.8082418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0265501338653203,"score_gpt":0.2744067480772579,"score_spread":0.2478566142119376,"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."}}