{"id":"W2951611269","doi":"","title":"A Critical Look at the Technological Trends of Qualitative Research","year":2016,"lang":"en","type":"article","venue":"Early childhood education","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Existentialism; Presupposition; Qualitative research; Epistemology; Rationality; Transformational leadership; Meaning (existential); Sociology; Social science; Psychology; Philosophy; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00191352,0.00006748165,0.0001005379,0.0002454037,0.0004635003,0.00003864006,0.0003600052,0.0001570236,0.0005456798],"category_scores_gemma":[0.005076951,0.000037843,0.00004666734,0.0008366299,0.00248971,0.0002081884,0.0001256988,0.0001555153,0.0002265714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001656349,"about_ca_system_score_gemma":0.0005766192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002024928,"about_ca_topic_score_gemma":0.0002241813,"domain_scores_codex":[0.998369,0.0004431836,0.0001902789,0.0002185514,0.0004687369,0.0003102568],"domain_scores_gemma":[0.9980602,0.001343574,0.00004845618,0.0002392967,0.0002472812,0.00006119513],"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":[0.000005301125,0.0002332469,0.0021467,8.285658e-7,0.000007703612,1.914584e-7,0.09080756,3.558977e-9,0.0001778202,0.6043184,0.01100769,0.2912945],"study_design_scores_gemma":[0.0002497384,0.0001783699,0.442329,0.00008212895,0.000007490879,0.000002786568,0.05614328,1.975777e-8,0.002584317,0.4291413,0.06909443,0.0001871718],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.799809,0.0002110316,0.00004716561,0.07419033,0.0001651216,0.0001450035,0.00000566447,0.00009257023,0.1253341],"genre_scores_gemma":[0.9870724,0.0000357018,0.0001564898,0.00006922396,0.0001021178,0.00004485095,0.000002545667,0.000005700187,0.01251095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4401823,"threshold_uncertainty_score":0.917344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08150346597956004,"score_gpt":0.4492322592641537,"score_spread":0.3677287932845936,"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."}}