{"id":"W4413531683","doi":"10.64628/aam.vvvtx3vhx","title":"The strategic management of political photos in the Canadian election","year":2019,"lang":"en","type":"article","venue":"","topic":"Rhetoric and Communication Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières; Memorial University of Newfoundland","funders":"","keywords":"Politics; Political science; Public administration; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002939378,0.0002858145,0.0002189964,0.001681829,0.01151144,0.009524685,0.0008827792,0.001447312,0.01263319],"category_scores_gemma":[0.01973499,0.000213372,0.0001629605,0.001917167,0.003568296,0.001671336,0.001610699,0.001808119,0.0008980813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02911891,"about_ca_system_score_gemma":0.03147163,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7957155,"about_ca_topic_score_gemma":0.9148158,"domain_scores_codex":[0.996536,0.000967221,0.00004579588,0.0001889153,0.001210797,0.001051379],"domain_scores_gemma":[0.9916669,0.002985718,0.0007765171,0.0003536762,0.002773092,0.001444118],"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":[0.001892658,0.0005112087,0.1104087,0.0004028972,0.00009636707,0.001249434,0.1355015,0.003559228,0.008338245,0.3495261,0.1093714,0.2791423],"study_design_scores_gemma":[0.00009500925,0.0002422801,0.2651628,0.000274823,0.0001254564,0.0001948374,0.2847804,0.005852706,0.004095864,0.03055985,0.4084202,0.0001957325],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.518307,0.0005148738,0.001005896,0.01100342,0.0002902337,0.00009334509,0.0002058899,0.00006016257,0.4685192],"genre_scores_gemma":[0.985849,0.00009139131,0.0001996021,0.0001978921,0.00002711982,0.000006401079,0.00003354546,0.00001704059,0.01357793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2042845,"threshold_uncertainty_score":0.4109751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05748691873772484,"score_gpt":0.255417463031272,"score_spread":0.1979305442935471,"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."}}