{"id":"W6943550655","doi":"10.17605/osf.io/afnk7","title":"Experience Sampling Study - State Fits/Authenticity and Acculturation Change","year":2022,"lang":"en","type":"other","venue":"Open Science Framework","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Acculturation; State (computer science); Identification (biology); Sampling (signal processing); Longitudinal study; Immigration; Association (psychology); Experience sampling method","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":[0.0004945013,0.0002099201,0.00023689,0.00004521683,0.000952563,0.001036246,0.001667949,0.00009047071,0.0626537],"category_scores_gemma":[0.0004037576,0.00008811519,0.00003168702,0.0009283808,0.00005855436,0.0005164563,0.00123468,0.0003665149,0.0001830561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004336467,"about_ca_system_score_gemma":0.00001879447,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00792321,"about_ca_topic_score_gemma":0.001462578,"domain_scores_codex":[0.9981564,0.00008533457,0.0001884142,0.000740454,0.0004925584,0.0003368554],"domain_scores_gemma":[0.9989396,0.0004906372,0.0002009164,0.0001820563,0.00003769093,0.000149037],"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":[0.000233557,0.002033199,0.3016523,0.0000572764,0.0001177189,0.00008864867,0.05461361,0.0000091101,0.02098472,0.006190014,0.2021265,0.4118933],"study_design_scores_gemma":[0.0000382244,0.0003307381,0.02154039,0.0001879006,0.00001819743,0.00001226182,0.007872602,0.00003929198,0.000031304,0.0009175928,0.968506,0.0005055389],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7582821,0.0009325651,0.00005674742,0.0009178967,0.00326405,0.006188786,0.003318085,0.0003144381,0.2267253],"genre_scores_gemma":[0.7144175,0.002182382,0.003318626,0.002137242,0.001786096,0.001916749,0.001209391,0.00004079868,0.2729912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7663795,"threshold_uncertainty_score":0.9992543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09025228166546588,"score_gpt":0.3443064087644991,"score_spread":0.2540541270990332,"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."}}