{"id":"W3014840116","doi":"","title":"Digitaalinen portfolio varhaiskasvatuksen arviointivälineenä","year":2020,"lang":"fi","type":"article","venue":"Early childhood education","topic":"Research in Social Sciences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Portfolio; Business; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001872457,0.0008075801,0.0008176324,0.002184518,0.001591614,0.009719586,0.0009983963,0.001494933,0.1617343],"category_scores_gemma":[0.00339997,0.0003964735,0.0004672973,0.002167787,0.0002941405,0.002332079,0.004130642,0.002208504,0.07745818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001622193,"about_ca_system_score_gemma":0.004165413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001947049,"about_ca_topic_score_gemma":0.002968504,"domain_scores_codex":[0.9980395,0.0002965794,0.0001578993,0.0002932064,0.0009496273,0.0002631646],"domain_scores_gemma":[0.9980323,0.000193766,0.000119158,0.0001591839,0.0007518487,0.0007437296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001030935,0.0006351719,0.00562143,0.0006701878,0.0001015868,0.0005761028,0.001098866,0.002520678,0.008240766,0.0235572,0.2029119,0.7530351],"study_design_scores_gemma":[0.00004716236,0.0001516389,0.005403869,0.0001733294,0.00002494899,0.0003363755,0.0004415042,0.0005682918,0.002542333,0.003063559,0.9872218,0.0000251617],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1063863,0.0253765,0.01333876,0.01033005,0.01112951,0.0003529912,0.01994008,0.003175361,0.8099704],"genre_scores_gemma":[0.1405219,0.009517214,0.01114554,0.0007096781,0.0008680373,0.0001918905,0.0145406,0.0009557662,0.8215494],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1617343,"threshold_uncertainty_score":0.5410551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03030260199151173,"score_gpt":0.329306719460157,"score_spread":0.2990041174686453,"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."}}