{"id":"W7042937505","doi":"","title":"Recording to See, Editing to Notice, Noticing to Learn: Experiencing a Weird Summer Through Experimental Video","year":2024,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Feeling; Grief; Living room; Distressing; Lived experience; Video recording; Sentience; Perspective (graphical); Photo elicitation; Sadness","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008756053,0.0007289763,0.001141481,0.003174259,0.001103492,0.0004346961,0.0006739792,0.0005079961,0.0001859248],"category_scores_gemma":[0.0005459453,0.00083345,0.0005117696,0.003860032,0.00009348892,0.000485525,0.000544968,0.002249548,0.001413748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00278149,"about_ca_system_score_gemma":0.001414233,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01511264,"about_ca_topic_score_gemma":0.006171057,"domain_scores_codex":[0.993373,0.0004156632,0.0007012711,0.001971459,0.001697448,0.001841119],"domain_scores_gemma":[0.996314,0.0004928735,0.0001529679,0.0009933767,0.0004823908,0.001564315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006745739,0.0003127938,0.005734459,0.0007249914,0.0005711812,0.01410422,0.06576063,0.000201316,0.8002253,0.0007273405,0.1040611,0.0008309176],"study_design_scores_gemma":[0.0009788176,0.002484207,0.005119469,0.003514629,0.0002431118,0.0001715982,0.1704185,0.00008655242,0.5461406,0.00002140507,0.2693917,0.001429508],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.82674,0.0005226834,0.00009383266,0.001298477,0.004911055,0.001648627,0.00001262649,0.0003085236,0.1644642],"genre_scores_gemma":[0.8497049,0.000026672,0.0003516016,0.000256871,0.003371582,0.00004431804,0.00008033634,0.0002082244,0.1459555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2540847,"threshold_uncertainty_score":0.9994116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04583058798913944,"score_gpt":0.3390833219921087,"score_spread":0.2932527340029693,"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."}}