{"id":"W7000978759","doi":"","title":"Humboldt Alberta Initiative: Social science contribution","year":2010,"lang":"en","type":"other","venue":"JuSER (Forschungszentrum Jülich)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Key (lock); Work (physics); Citizen science","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001428134,0.001455318,0.001505525,0.001978349,0.001169951,0.0006385951,0.002542198,0.001969102,0.01753947],"category_scores_gemma":[0.001230399,0.001474652,0.0005110002,0.00262695,0.002759047,0.0008473097,0.0009072847,0.002268968,0.03928728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000801119,"about_ca_system_score_gemma":0.001123706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00196041,"about_ca_topic_score_gemma":0.005983969,"domain_scores_codex":[0.9915473,0.0002566448,0.0009759731,0.002103738,0.002469349,0.002647037],"domain_scores_gemma":[0.9952348,0.0001757194,0.001684566,0.001603125,0.0005934563,0.0007083504],"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":[0.00009500569,0.0003166559,0.001116263,0.00009294209,0.0002591973,0.0000244259,0.0006370454,1.228769e-7,0.01457956,0.05022797,0.9319094,0.0007413629],"study_design_scores_gemma":[0.002197294,0.00008377359,0.004087211,0.0002065577,0.0003463483,0.00002929238,0.00008354415,0.00003246939,0.003034307,0.0006808481,0.9875165,0.001701856],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002274865,0.0002955474,0.00005780073,0.0006676535,0.003563426,0.002024929,0.001809103,0.001704698,0.987602],"genre_scores_gemma":[0.1210915,0.00006935612,0.0003790017,0.001599883,0.006243519,0.0003143065,0.001933313,0.00533572,0.8630334],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1245686,"threshold_uncertainty_score":0.9999549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01143267488692685,"score_gpt":0.2809603099800982,"score_spread":0.2695276350931714,"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."}}