{"id":"W357900577","doi":"10.3138/topia.32.135","title":"Streaming Precarity: The Polar Bear Cam and the Display of Migration","year":2015,"lang":"en","type":"article","venue":"TOPIA Canadian Journal of Cultural Studies","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commodification; Precarity; Anthropocentrism; Environmental ethics; Sociology; History; Aesthetics; Gender studies; Art; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001263169,0.000320572,0.0001681325,0.0007584535,0.01184325,0.004988053,0.0006926532,0.001021382,0.004277308],"category_scores_gemma":[0.002188535,0.0001370821,0.000148778,0.0007976856,0.02110318,0.001988595,0.003600328,0.00246126,0.0002048969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01048354,"about_ca_system_score_gemma":0.01049809,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6565198,"about_ca_topic_score_gemma":0.7887348,"domain_scores_codex":[0.9990405,0.0004928228,0.00001060382,0.0000492012,0.0001842242,0.0002225988],"domain_scores_gemma":[0.9990175,0.000364522,0.00011382,0.0000513461,0.0001690191,0.0002838422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002558064,0.000009058263,0.003949714,0.00003380304,0.000003675728,0.0004459469,0.9511507,0.00004183085,0.000455691,0.0307226,0.005059273,0.008102112],"study_design_scores_gemma":[0.000003442447,0.00001962451,0.005473393,0.0001353311,0.00000714862,0.0003088396,0.91336,0.00006620558,0.0001453764,0.002014507,0.07844751,0.00001866618],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7417061,0.003783283,0.001812088,0.04021417,0.0005607056,0.00002247715,0.00008460407,0.00003414951,0.2117824],"genre_scores_gemma":[0.9890568,0.001279311,0.0002073279,0.00108058,0.00006993311,0.000004897985,0.0000124045,0.00001313236,0.008275633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3434802,"threshold_uncertainty_score":0.6910061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07218954680973294,"score_gpt":0.3659874440658668,"score_spread":0.2937978972561338,"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."}}