{"id":"W2968794447","doi":"","title":"Motivation and Digital Portfolio Assessment : A Canadian case study focusing on middle school students with dyslexia","year":2019,"lang":"en","type":"dissertation","venue":"Theseus (Ammattikorkeakoulujen)","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dyslexia; Portfolio; Mathematics education; Psychology; Pedagogy; Political science; Reading (process); Business; Finance","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001896664,0.0004401883,0.000443568,0.001748064,0.01273221,0.00358274,0.001184957,0.001251652,0.001052191],"category_scores_gemma":[0.004971624,0.0002487072,0.0004101299,0.002305944,0.002556934,0.0009310378,0.002277255,0.001602608,0.0001724962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02192297,"about_ca_system_score_gemma":0.02536558,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7316692,"about_ca_topic_score_gemma":0.8901926,"domain_scores_codex":[0.9977238,0.000514348,0.00008886945,0.0001889869,0.0007106997,0.000773339],"domain_scores_gemma":[0.9970493,0.0005656239,0.0002827022,0.00006285635,0.0005848404,0.001454677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001816078,0.005058179,0.3578105,0.0002401041,0.00004097447,0.02246451,0.4922285,0.0006488687,0.002134741,0.004691185,0.004685386,0.1098153],"study_design_scores_gemma":[0.00006993704,0.0009390137,0.2740953,0.000249197,0.00007127161,0.005935126,0.6747676,0.002035057,0.00167393,0.000944513,0.0390679,0.0001511293],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996071,0.0001426879,0.000128919,0.0005547253,0.000009127493,0.0000637737,0.0000198574,0.000005486409,0.00300435],"genre_scores_gemma":[0.9965411,0.0004208327,0.0005914702,0.0001232014,0.000005515582,0.00002453769,0.00002013869,0.000004511671,0.002268756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2683308,"threshold_uncertainty_score":0.539822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04127369553718749,"score_gpt":0.3879016410746035,"score_spread":0.3466279455374159,"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."}}