{"id":"W2019739267","doi":"10.1111/j.1552-6356.2005.tb00760.x","title":"Think Before You Speak","year":2005,"lang":"en","type":"article","venue":"AWHONN Lifelines","topic":"Spatial Cognition and Navigation","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"CancerCare Manitoba","funders":"","keywords":"Mobilities; Literacy; Set (abstract data type); Sociology; Relation (database); Empirical research; Psychology; Epistemology; Cognitive psychology; Social science; Computer science; Pedagogy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005194422,0.0000890409,0.0000773159,0.0000449814,0.00003725773,0.0000209734,0.00006401228,0.00005377864,0.00003412835],"category_scores_gemma":[0.00003160855,0.00008351696,0.00003811522,0.0001097033,0.00001224279,0.0001466199,0.000009418683,0.00007935104,0.0008438911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001767737,"about_ca_system_score_gemma":0.000005364515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001094256,"about_ca_topic_score_gemma":0.00009834994,"domain_scores_codex":[0.9995365,0.000006276503,0.0001518898,0.0000830405,0.0001010885,0.0001212399],"domain_scores_gemma":[0.9997694,0.000009387801,0.00001419547,0.000107679,0.00004714706,0.00005214421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003812809,0.0001410211,0.005896108,0.000146197,0.0001476415,0.00001749705,0.006253154,0.02760614,0.0165583,0.0005507046,0.2025106,0.7401345],"study_design_scores_gemma":[0.001497091,0.0001053754,0.01935338,0.0001318799,0.00006704088,0.00003256983,0.0004650573,0.2494185,0.03702913,0.003437632,0.687658,0.0008044392],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857991,0.0006416711,0.004447585,0.001842083,0.002434675,0.0001691503,0.00002017714,0.00129571,0.003349888],"genre_scores_gemma":[0.9575533,0.00004316035,0.00173721,0.0002864189,0.03983605,0.000004381995,0.00004635746,0.00002199225,0.0004711487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7393301,"threshold_uncertainty_score":0.9999341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00909949570744378,"score_gpt":0.2247216163529066,"score_spread":0.2156221206454628,"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."}}