{"id":"W3109814401","doi":"10.31542/cb.v2i1.1987","title":"A Return to Mechanical Solidarity","year":2020,"lang":"en","type":"article","venue":"Crossing Borders Student Reflections on Global Social Issues","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Hoarding (animal behavior); Solidarity; Panic; Consciousness; Sociology; Social psychology; Psychology; Political science; Politics; Anxiety; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.000288118,0.0002315189,0.0004651393,0.00007633469,0.001556267,0.0009713788,0.0003600348,0.0001918634,0.0001587873],"category_scores_gemma":[0.0006588671,0.0002849854,0.0001878452,0.001003112,0.0001558207,0.0001556344,0.000175055,0.0002856324,0.0005849957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009139903,"about_ca_system_score_gemma":0.0001177103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00234793,"about_ca_topic_score_gemma":0.000466156,"domain_scores_codex":[0.9981986,0.00003368506,0.0004982844,0.0006264475,0.0001375555,0.0005054611],"domain_scores_gemma":[0.9992548,0.00002472893,0.0001748544,0.000201188,0.00006311697,0.0002812842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008395691,0.002016967,0.09380881,0.0001454474,0.0009191148,0.00005892831,0.107665,0.0009279847,0.001855061,0.6153508,0.1660991,0.01031315],"study_design_scores_gemma":[0.001216073,0.0006336255,0.04039383,0.00003016572,0.00002934959,0.000002475093,0.002129256,0.0002525968,0.0001933894,0.03403328,0.9202973,0.0007886338],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7686746,0.0007837769,0.01899549,0.1208315,0.001988592,0.0009857645,0.0003757508,0.0008498727,0.0865146],"genre_scores_gemma":[0.9860153,0.00001620827,0.0006763077,0.01225409,0.0006184772,0.00002088041,0.000005728952,0.00002360498,0.0003694404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7541983,"threshold_uncertainty_score":0.9999602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1022102437348654,"score_gpt":0.4303479253951386,"score_spread":0.3281376816602731,"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."}}