{"id":"W2210987457","doi":"","title":"Guest Editorial: Science and Technology, Social Cohesion, Human Security, and Disabled People","year":2014,"lang":"en","type":"editorial","venue":"ScholarSpace (University of Hawaii at Manoa)","topic":"Historical Education Studies Worldwide","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Cohesion (chemistry); Internet privacy; Social security; Sociology; Disabled people; Political science; Engineering ethics; Public relations; Psychology; Computer science; Engineering; Applied psychology; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002852151,0.0003018474,0.0007287514,0.0006505388,0.00847985,0.0001656812,0.001122481,0.001107701,0.00006349599],"category_scores_gemma":[0.003627451,0.0003988365,0.00007696994,0.001847065,0.006261524,0.000681809,0.001547021,0.001114696,0.00004420453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001591637,"about_ca_system_score_gemma":0.00125676,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004312982,"about_ca_topic_score_gemma":0.03706303,"domain_scores_codex":[0.9956949,0.0002626092,0.0001854967,0.0009127957,0.002333242,0.0006109299],"domain_scores_gemma":[0.9959527,0.0004922814,0.0005011913,0.0003967757,0.002323492,0.0003335324],"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":[0.00001481852,0.00005262093,0.001198016,0.00007040919,0.00002666809,0.000002172173,0.01262492,1.779966e-8,0.0001058162,0.004735088,0.9811034,0.00006612335],"study_design_scores_gemma":[0.0005717892,0.0000562455,0.0004708588,0.0000545625,0.0001152847,3.162229e-7,0.02192568,2.415574e-7,0.000003893229,0.0007548883,0.9756727,0.0003735637],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.01429067,0.0003109153,0.000002291957,0.01753677,0.9446908,0.0004612483,0.00006781695,0.0002040634,0.0224354],"genre_scores_gemma":[0.04570444,0.0007842722,0.0001665151,0.00001842873,0.9381664,0.000002848324,0.00003634658,0.00004109482,0.0150796],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03275005,"threshold_uncertainty_score":0.9998463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005998841423953865,"score_gpt":0.2726272784239722,"score_spread":0.2666284370000184,"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."}}