{"id":"W3172291377","doi":"10.5204/mcj.1889","title":"Plus Que Ça Change","year":2000,"lang":"en","type":"article","venue":"M/C Journal","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Phone; Aside; Laptop; Enthusiasm; Vision; Gadget; Media studies; Reading (process); Sociology; Visual arts; Aesthetics; Telecommunications; Computer science; Psychology; Art; Law; Political science; Literature; Social psychology; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008238442,0.00003194573,0.0000497273,0.00003183321,0.0007160145,0.0001651473,0.00008418531,0.00002598312,0.01383983],"category_scores_gemma":[0.00001331907,0.00002753679,0.00003069675,0.00008860877,0.00003120009,0.0006701865,0.000003431292,0.00006932239,0.0005118116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001077518,"about_ca_system_score_gemma":0.00008020069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007588001,"about_ca_topic_score_gemma":0.0002401759,"domain_scores_codex":[0.9993179,0.00009771562,0.0001673805,0.0000274353,0.000229512,0.0001600291],"domain_scores_gemma":[0.9997562,0.0000120861,0.00007026926,0.00003404731,0.00005711192,0.0000703141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004146894,0.00001289492,0.001052284,0.000006511594,0.00001885829,0.000006984409,0.3069525,0.00001282447,0.00001819084,0.1264345,0.03376965,0.5316733],"study_design_scores_gemma":[0.0002127605,0.00002075845,0.0008229495,0.000008236982,0.000002136029,0.00001492071,0.01640008,0.00001229931,0.00001291417,0.001056309,0.9813915,0.00004506883],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2575456,0.0001262053,0.0009289085,0.005143799,0.001391819,0.0002673175,0.000006360507,0.00004975861,0.7345402],"genre_scores_gemma":[0.9869925,0.0002261881,0.0001044541,0.0008758103,0.00187056,0.000006179029,0.000002237269,0.000003214843,0.009918797],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9476219,"threshold_uncertainty_score":0.9870617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06729336904512917,"score_gpt":0.3705052028131614,"score_spread":0.3032118337680322,"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."}}