{"id":"W4416862027","doi":"10.5117/9789462983168-8","title":"Contextualizing the Apparatus: Film in the Turn-of-the-Century Sears, Roebuck &amp; Co.'s Consumers Guide","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Documentation; Order (exchange); Work (physics); Public use","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":[0.0005739896,0.0003952263,0.0001907617,0.001293223,0.001762756,0.006485015,0.0004218366,0.001020578,0.02902742],"category_scores_gemma":[0.001502593,0.0002857333,0.0001141418,0.001736134,0.002189891,0.003830713,0.0009833369,0.001457011,0.004506335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004430841,"about_ca_system_score_gemma":0.002379598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09566597,"about_ca_topic_score_gemma":0.1875508,"domain_scores_codex":[0.9996878,0.0001242755,0.0000143307,0.00003289158,0.000105342,0.00003535975],"domain_scores_gemma":[0.9996352,0.000187467,0.00002205353,0.00002170059,0.00009026206,0.00004328529],"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":[0.00001712526,0.00002074929,0.0003836864,0.0002749565,0.000003821844,0.0002522258,0.01261425,0.0001704077,0.0004791984,0.2161639,0.64316,0.1264596],"study_design_scores_gemma":[8.7943e-7,0.000002865494,0.0006376625,0.0002746096,0.000001560117,0.00004112904,0.003880409,0.00002845157,0.00008576444,0.002972297,0.9920712,0.000003168351],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005125493,0.08537443,0.002529065,0.02548612,0.001864662,0.00006711745,0.000696351,0.0002038659,0.8786529],"genre_scores_gemma":[0.1080913,0.1316221,0.00397293,0.004166747,0.001148816,0.00009290937,0.0007240003,0.0003583113,0.7498229],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09566597,"threshold_uncertainty_score":0.1902183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04471905642545054,"score_gpt":0.2580559453697861,"score_spread":0.2133368889443356,"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."}}