{"id":"W1506471426","doi":"","title":"Beyond the Margins","year":2002,"lang":"en","type":"article","venue":"","topic":"Asian American and Pacific Histories","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001661237,0.0004497585,0.0004092361,0.0007519274,0.006396659,0.009858584,0.0008217539,0.003489977,0.05236353],"category_scores_gemma":[0.005103332,0.0002707188,0.0003125065,0.0007820186,0.01741022,0.01224732,0.005825246,0.005969347,0.006887717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003283576,"about_ca_system_score_gemma":0.003895298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006956433,"about_ca_topic_score_gemma":0.009871076,"domain_scores_codex":[0.9988187,0.0004534921,0.0000228196,0.000241272,0.0002508303,0.0002128169],"domain_scores_gemma":[0.9986755,0.0004358712,0.00007412966,0.0003350748,0.0002233706,0.0002559661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000565826,0.00000552453,0.0001024657,0.000009743499,0.000001304642,0.00001781656,0.001929265,0.00002717468,0.00004144477,0.9785876,0.01361368,0.005658231],"study_design_scores_gemma":[0.000005023025,0.000008802587,0.0003532957,0.0001085759,0.000003867943,0.00002837066,0.002940964,0.00009015989,0.0001012576,0.5749646,0.4213888,0.000006288304],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005949913,0.004862359,0.002703389,0.02998883,0.0008000572,0.00001115687,0.00004570047,0.00004709903,0.9555914],"genre_scores_gemma":[0.4983662,0.00412665,0.00140966,0.0135409,0.001548699,0.00006789883,0.00006403866,0.0002751749,0.4806008],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05236353,"threshold_uncertainty_score":0.1751735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01753020821903534,"score_gpt":0.2512940690344436,"score_spread":0.2337638608154082,"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."}}