{"id":"W4413267262","doi":"10.32920/29660849.v1","title":"Travelling Shots","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Filmmaking; Depiction; Art; Media studies; Visual arts; Sociology; Movie theater","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003756822,0.00060136,0.0002940653,0.00179579,0.001691653,0.002524968,0.0006076813,0.001015262,0.2796566],"category_scores_gemma":[0.002475268,0.0002195029,0.0004984154,0.001426634,0.0003748167,0.001551799,0.001799954,0.001090407,0.05184961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006600117,"about_ca_system_score_gemma":0.000513731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006544815,"about_ca_topic_score_gemma":0.01222987,"domain_scores_codex":[0.9996617,0.00005372421,0.00001335446,0.00005833643,0.0001541311,0.00005885501],"domain_scores_gemma":[0.9993148,0.0001272218,0.00003074988,0.0001103959,0.0002164813,0.0002004091],"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":[0.0003830802,0.0000607999,0.0006989628,0.0004010314,0.00002163234,0.0008872217,0.003947055,0.0003372046,0.005134624,0.02161499,0.8144428,0.1520707],"study_design_scores_gemma":[0.0000148712,0.00005132085,0.002901793,0.0001438271,0.000008005125,0.0004595024,0.001984568,0.0002758757,0.0008882937,0.001934837,0.9913169,0.00002021371],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02956804,0.002386781,0.01200591,0.00319548,0.007151248,0.0006510636,0.02554306,0.003023628,0.9164749],"genre_scores_gemma":[0.1157512,0.002373937,0.01313309,0.00102209,0.001601414,0.0002909139,0.02166696,0.002070637,0.8420898],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7203435,"threshold_uncertainty_score":0.9355444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06193532698676087,"score_gpt":0.2491747252256106,"score_spread":0.1872393982388497,"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."}}