{"id":"W4297382080","doi":"10.1177/14614448221127202","title":"Book Review: Content","year":2022,"lang":"en","type":"article","venue":"New Media & Society","topic":"Qualitative Comparative Analysis Research","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Content (measure theory); Internet privacy; Psychology; Computer science; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.002822284,0.001564938,0.002937025,0.01070403,0.001558485,0.008302219,0.002096598,0.004484847,0.2406391],"category_scores_gemma":[0.01623333,0.001021583,0.0009484808,0.009702487,0.001472469,0.003182001,0.002689197,0.003719535,0.2197926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004240301,"about_ca_system_score_gemma":0.007936031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004950691,"about_ca_topic_score_gemma":0.01636403,"domain_scores_codex":[0.9970943,0.0004391421,0.0001602914,0.0002071089,0.001910434,0.0001885857],"domain_scores_gemma":[0.9876391,0.00281636,0.0008940244,0.0005392225,0.006646915,0.001464562],"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":[0.000007068162,0.00000902322,0.00001028133,0.0004429969,0.000003731034,0.000008988779,0.000006363005,0.00001580964,0.0000475607,0.0002216382,0.9799048,0.01932177],"study_design_scores_gemma":[0.00001224815,0.0000116324,0.0001164879,0.0008131239,0.000009489814,0.00004122926,0.00001616903,0.00001415703,0.00003156615,0.0004836658,0.9984438,0.000006447989],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003612289,0.3475905,0.001851893,0.07961508,0.3049863,0.0009792745,0.002715759,0.001166114,0.2607338],"genre_scores_gemma":[0.001645589,0.1459422,0.0008690952,0.03693861,0.1033997,0.0006942445,0.001526461,0.0005783503,0.7084057],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2406391,"threshold_uncertainty_score":0.8050179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2462019705774109,"score_gpt":0.4639742927307052,"score_spread":0.2177723221532943,"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."}}