{"id":"W2565293833","doi":"10.1353/vpr.2016.0044","title":"“You see, but you do not observe”: Hidden Infrastructure and Labour in the Strand Magazine and Its Twenty-First-Century Digital Iterations","year":2016,"lang":"en","type":"article","venue":"Victorian periodicals review","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Liability; Quality (philosophy); Business model; Business; Advertising; Marketing; Accounting","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003025974,0.0002257831,0.0002043486,0.002098518,0.002831118,0.006773998,0.000529178,0.00133311,0.003433017],"category_scores_gemma":[0.007438185,0.0002813245,0.0001326819,0.002834187,0.01806108,0.004754787,0.00237784,0.001564217,0.0006226087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00539774,"about_ca_system_score_gemma":0.004488012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02740326,"about_ca_topic_score_gemma":0.03986239,"domain_scores_codex":[0.9981943,0.00101328,0.00004650754,0.0001363506,0.0003786419,0.0002309447],"domain_scores_gemma":[0.9923747,0.005737324,0.0006461832,0.0002705316,0.0004567228,0.0005144865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001091657,0.00007155249,0.006241764,0.0008943485,0.00002389109,0.0008314918,0.1926216,0.0002487946,0.0003259781,0.5733843,0.04473647,0.1805106],"study_design_scores_gemma":[0.00001708773,0.0000445115,0.01951447,0.002234336,0.00001365448,0.0004539814,0.05766761,0.0001227321,0.0001992569,0.04669658,0.8729996,0.00003610772],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1912951,0.4619957,0.001195715,0.0820411,0.001674133,0.00002505518,0.00007571869,0.00002044369,0.2616771],"genre_scores_gemma":[0.7483236,0.2010185,0.0003682949,0.005694202,0.002317776,0.00002817577,0.00004776598,0.00003578445,0.04216601],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9971689,"threshold_uncertainty_score":0.05448753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01914587556747268,"score_gpt":0.2298160139778132,"score_spread":0.2106701384103405,"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."}}