{"id":"W7068733230","doi":"","title":"KISS and tell","year":2001,"lang":"en","type":"other","venue":"CGSPace A Repository of Agricultural Research Outputs (Consultative Group for International Agricultural Research)","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"KISS (TNC); The Internet; Subject (documents); Work (physics); Information technology; Simple (philosophy)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.003041833,0.0005468482,0.0007642758,0.0008240197,0.001895211,0.0006286847,0.001322127,0.0005838521,0.0003206462],"category_scores_gemma":[0.008362972,0.000339778,0.0003372314,0.001354541,0.003829409,0.0005540996,0.0006916762,0.001267356,0.0001090251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006388768,"about_ca_system_score_gemma":0.0002620386,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01720357,"about_ca_topic_score_gemma":0.01287923,"domain_scores_codex":[0.9911093,0.00164816,0.0006666462,0.001077832,0.003923932,0.001574107],"domain_scores_gemma":[0.9879641,0.003618333,0.0004881403,0.000290229,0.006926904,0.0007123073],"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":[0.0001552593,0.0003008181,0.001080808,0.0002043064,0.0006899035,0.00002570515,0.01583346,9.481217e-7,0.006837821,0.01831191,0.9544213,0.002137739],"study_design_scores_gemma":[0.0009937586,0.0006130698,0.05218837,0.0008951304,0.00004281588,0.00002242354,0.09089762,7.315411e-7,0.0007312435,0.0004650411,0.8525884,0.0005613479],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07741019,0.007502653,0.00002486247,0.009875775,0.001456953,0.004559283,0.000624806,0.0002635815,0.8982819],"genre_scores_gemma":[0.1209327,0.003999673,0.0005153695,0.00002635773,0.002784712,0.0003878256,0.0002748091,0.000123221,0.8709553],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1018329,"threshold_uncertainty_score":0.99999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0779283042935733,"score_gpt":0.3923019426756614,"score_spread":0.3143736383820881,"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."}}