{"id":"W2032323525","doi":"10.1177/01634437030254002","title":"New Media, Community and Politics in Algeria","year":2003,"lang":"en","type":"article","venue":"Media Culture & Society","topic":"Political and Social Issues","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Meaning (existential); Politics; Context (archaeology); Mediation; Media studies; Sociology; Identity (music); Space (punctuation); Political science; Public relations; Television studies; Public space; Epistemology; Social science; Geography; Aesthetics; Computer science; Engineering; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008237649,0.0001242652,0.0002249887,0.00001001302,0.000660392,0.0000697712,0.0001882427,0.0002931532,0.0001604925],"category_scores_gemma":[0.001557901,0.0001073364,0.00009847523,0.0002521925,0.0005755653,0.0001337133,0.00003918136,0.0005316697,0.00001683325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001394626,"about_ca_system_score_gemma":0.0002654525,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01565844,"about_ca_topic_score_gemma":0.01574344,"domain_scores_codex":[0.9982904,0.0005675894,0.0001669573,0.0001319618,0.0003199405,0.000523194],"domain_scores_gemma":[0.9988996,0.0004421034,0.00003282151,0.0001216266,0.00005673329,0.0004471495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[5.692904e-7,0.00003962526,0.002609889,0.000007447073,0.000008679259,0.000001375991,0.6558446,3.217806e-8,0.00005498772,0.3278883,0.01309397,0.0004505937],"study_design_scores_gemma":[0.000493989,0.00001425411,0.009260613,0.00002379109,0.00002035429,6.679609e-7,0.2842232,0.000001098432,0.0001949617,0.2402927,0.4652213,0.0002531517],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8515773,0.003195239,0.00007068677,0.005837373,0.0009480274,0.0002736341,0.00002907696,0.0001576829,0.137911],"genre_scores_gemma":[0.9924302,0.0009364117,0.002172762,0.001370698,0.0007655472,0.000005831484,0.00001178861,0.00001015802,0.002296649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4521273,"threshold_uncertainty_score":0.9908964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03600147706286392,"score_gpt":0.3172900199130317,"score_spread":0.2812885428501678,"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."}}