{"id":"W4230966252","doi":"10.22215/etd/2000-04688","title":"\"Among the necessities\": a social history of communication technology on the Canadian prairies, 1900 to 1950.","year":2000,"lang":"en","type":"dissertation","venue":"","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001297914,0.000325772,0.0002616205,0.002742515,0.02669119,0.00466831,0.001111394,0.001334156,0.006843074],"category_scores_gemma":[0.004090911,0.0003271842,0.000160318,0.005124473,0.02616322,0.003178896,0.003119995,0.003176777,0.0004825603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08943441,"about_ca_system_score_gemma":0.08630411,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9923744,"about_ca_topic_score_gemma":0.9976537,"domain_scores_codex":[0.99841,0.0003264699,0.00002653249,0.0001629866,0.0004940854,0.000579909],"domain_scores_gemma":[0.9980733,0.0006069433,0.0001660186,0.000061189,0.0006467202,0.0004458014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002985775,0.00001934666,0.00474797,0.0001395357,0.000008400516,0.0004472591,0.7333777,0.000180775,0.0002868435,0.1858541,0.02755288,0.04735532],"study_design_scores_gemma":[0.00000418231,0.00001757624,0.02834593,0.0004292214,0.00001611028,0.0001768271,0.2133895,0.0001182489,0.0001995043,0.005167413,0.7520794,0.00005603591],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2644712,0.02647889,0.002170502,0.04874415,0.0004603131,0.0001033727,0.0007571878,0.00007046491,0.6567439],"genre_scores_gemma":[0.9240495,0.01042803,0.0008548065,0.001938667,0.00005141079,0.00003355483,0.00008367458,0.00004411031,0.0625162],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9733088,"threshold_uncertainty_score":0.6488951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01390181469223534,"score_gpt":0.2450778539190583,"score_spread":0.231176039226823,"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."}}