{"id":"W4387609152","doi":"10.21810/sfuer.v14i1.1259","title":"Reciprocal Influences in a Duo of Artefacts","year":2021,"lang":"en","type":"article","venue":"SFU Educational Review","topic":"Children's Physical and Motor Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Simon Fraser University","keywords":"Reciprocal; Multiplicative function; Identification (biology); Psychology; Computer science; Linguistics; Mathematics; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001336731,0.00006892987,0.000204073,0.00002615096,0.00001324281,0.000003201085,0.00008677537,0.00002389007,0.00395702],"category_scores_gemma":[0.0001954635,0.00005945409,0.00005774355,0.00030144,0.00003164458,0.000031389,0.00002219851,0.00008081222,0.000404454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002778294,"about_ca_system_score_gemma":0.0004312551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002809802,"about_ca_topic_score_gemma":0.00001571156,"domain_scores_codex":[0.9991977,0.0000705238,0.0002951454,0.0001847347,0.0001396537,0.0001122053],"domain_scores_gemma":[0.9995008,0.0001242942,0.00007204856,0.0001597247,0.00009388359,0.00004923118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00002784991,0.003503219,0.08786266,0.0028799,0.0001788135,0.00001796092,0.002447504,0.00000182392,0.0005700978,0.4165817,0.1028068,0.3831217],"study_design_scores_gemma":[0.0001344396,0.00001404268,0.7878881,0.001732021,0.00001276341,0.00001466057,0.00003298281,8.665351e-8,0.0001026297,0.007329714,0.2026475,0.00009113643],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6563876,0.2114732,0.000007301529,0.03516596,0.001350106,0.0006693607,0.0000193692,0.00001542026,0.09491171],"genre_scores_gemma":[0.9575476,0.02151996,0.001693418,0.009327657,0.0003869075,0.0004324664,0.0001713996,0.00001530858,0.00890526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7000254,"threshold_uncertainty_score":0.9969535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03343630301477325,"score_gpt":0.3677448294236026,"score_spread":0.3343085264088294,"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."}}