{"id":"W4387122685","doi":"10.18357/anthropologica65120232610","title":"The Container Thinks It’s Upside Down, and Other Stories of Automation","year":2023,"lang":"en","type":"article","venue":"Anthropologica","topic":"Maritime Ports and Logistics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Digitization; Automation; Container (type theory); Economic shortage; Supply chain; Work (physics); Business; Commerce; Marketing; Engineering; Telecommunications","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001211158,0.00006136921,0.00008835073,0.00001865744,0.0001944416,0.00001790628,0.00005536706,0.00005342863,0.0002661424],"category_scores_gemma":[0.00005666068,0.0000361781,0.00001624089,0.00007202713,0.0003158721,0.00002266699,0.00002562253,0.00005788425,0.0000117464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004858408,"about_ca_system_score_gemma":0.000003848311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000164892,"about_ca_topic_score_gemma":0.00008534265,"domain_scores_codex":[0.999624,0.0000134244,0.0001241054,0.00006017625,0.00005980063,0.0001184878],"domain_scores_gemma":[0.9997061,0.0001325061,0.00002388528,0.0001065277,0.00001404043,0.00001696275],"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":[0.00003174183,0.0000455865,0.02530202,0.0002153341,0.0002168576,0.00005397765,0.007873097,0.003492873,0.001613406,0.4307118,0.486311,0.04413233],"study_design_scores_gemma":[0.0004148762,0.0002323501,0.05954215,0.00003858178,0.00004697642,0.00001691593,0.0143169,0.047525,0.002714035,0.01633055,0.858417,0.0004046209],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5288074,0.00598377,0.01265801,0.0228008,0.004971377,0.001113032,0.000193043,0.004514121,0.4189585],"genre_scores_gemma":[0.9981132,0.0008178109,0.0001397143,0.00009571046,0.0000429755,0.000006184486,0.000003979691,0.000007991056,0.0007724531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4693058,"threshold_uncertainty_score":0.2914073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02488044870196439,"score_gpt":0.277775324122621,"score_spread":0.2528948754206566,"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."}}